DataFrame
NO COMPARISON TARGET
279792
ROWS
0
DUPLICATES
334.0 MB
RAM
77
FEATURES
5
CATEGORICAL
67
NUMERICAL
5
TEXT
2.1.3
Get updates, docs & report issues here
Created & maintained by Francois Bertrand
Graphic design by Jean-Francois Hains
per_square_meter_price
VALUES:
279,792
(100%)
MISSING:
---
DISTINCT:
144,209
(52%)
ZEROES:
---
MAX
2.0M
95%
0.4M
Q3
0.1M
AVG
0.1M
MEDIAN
0.1M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
2.0M
IQR
89,599
STD
172k
VAR
29.6B
KURT.
31.5
SKEW
4.81
SUM
30.8B
1
city
VALUES:
279,792
(100%)
MISSING:
---
DISTINCT:
4,948
(2%)
55,996
20%
-
-
Москва
18,906
7%
-
-
Санкт-Петербург
13,009
5%
-
-
Краснодар
8,580
3%
-
-
Екатеринбург
6,753
2%
-
-
Новосибирск
6,201
2%
-
-
Челябинск
6,147
2%
-
-
Самара
164,200
59%
-
-
(Other)
2
floor
VALUES:
279,792
(100%)
MISSING:
---
DISTINCT:
169
(<1%)
176,237
63%
-
-
nan
72,871
26%
-
-
1.0
8,102
3%
-
-
2.0
8,065
3%
-
-
-1.0
3,682
1%
-
-
3.0
2,284
<1%
-
-
4.0
1,436
<1%
-
-
5.0
7,115
3%
-
-
(Other)
3
id
VALUES:
279,792
(100%)
MISSING:
---
DISTINCT:
279,792
(100%)
1
<1%
-
-
COL_0
1
<1%
-
-
COL_190639
1
<1%
-
-
COL_190646
1
<1%
-
-
COL_190645
1
<1%
-
-
COL_190644
1
<1%
-
-
COL_190643
1
<1%
-
-
COL_190641
279,785
>99%
-
-
(Other)
4
lat
VALUES:
279,792
(100%)
MISSING:
---
DISTINCT:
126,190
(45%)
ZEROES:
---
MAX
69.5
95%
60.0
Q3
56.3
MEDIAN
55.7
AVG
54.4
Q1
53.2
5%
45.0
MIN
42.7
RANGE
26.8
IQR
3.08
STD
4.25
VAR
18.0
KURT.
0.661
SKEW
-1.01
SUM
15.2M
5
lng
VALUES:
279,792
(100%)
MISSING:
---
DISTINCT:
131,884
(47%)
ZEROES:
---
MAX
152
95%
85
Q3
56
AVG
48
MEDIAN
40
Q1
38
5%
30
MIN
20
RANGE
132
IQR
18.4
STD
17.0
VAR
291
KURT.
2.18
SKEW
1.54
SUM
13.4M
6
osm_amenity_points_in_0.001
VALUES:
279,792
(100%)
MISSING:
---
DISTINCT:
46
(<1%)
ZEROES:
108,604
(39%)
MAX
46.0
95%
11.0
Q3
4.0
AVG
2.7
MEDIAN
1.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
46.0
IQR
4.00
STD
4.20
VAR
17.7
KURT.
11.5
SKEW
2.85
SUM
758k
7
osm_amenity_points_in_0.005
VALUES:
279,792
(100%)
MISSING:
---
DISTINCT:
412
(<1%)
ZEROES:
17,440
(6%)
MAX
468
95%
158
Q3
51
AVG
41
MEDIAN
22
Q1
7
5%
0
MIN
0
RANGE
468
IQR
44.0
STD
53.3
VAR
2,840
KURT.
8.00
SKEW
2.57
SUM
11.4M
8
osm_amenity_points_in_0.0075
VALUES:
279,792
(100%)
MISSING:
---
DISTINCT:
804
(<1%)
ZEROES:
10,981
(4%)
MAX
851
95%
290
Q3
101
AVG
82
MEDIAN
46
Q1
16
5%
1
MIN
0
RANGE
851
IQR
85.0
STD
105
VAR
11,066
KURT.
8.79
SKEW
2.66
SUM
22.8M
9
osm_amenity_points_in_0.01
VALUES:
279,792
(100%)
MISSING:
---
DISTINCT:
1,273
(<1%)
ZEROES:
7,492
(3%)
MAX
1,392
95%
468
Q3
164
AVG
133
MEDIAN
77
Q1
28
5%
2
MIN
0
RANGE
1,392
IQR
136
STD
172
VAR
29,684
KURT.
9.62
SKEW
2.77
SUM
37.3M
10
osm_building_points_in_0.001
VALUES:
279,792
(100%)
MISSING:
---
DISTINCT:
25
(<1%)
ZEROES:
273,479
(98%)
MAX
30.0
95%
0.0
Q3
0.0
AVG
0.0
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
30.0
IQR
0.00
STD
0.391
VAR
0.153
KURT.
1,082
SKEW
26.8
SUM
10,476
11
osm_building_points_in_0.005
VALUES:
279,792
(100%)
MISSING:
---
DISTINCT:
195
(<1%)
ZEROES:
220,224
(79%)
MAX
586
95%
3
Q3
0
AVG
1
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
586
IQR
0.00
STD
6.86
VAR
47.0
KURT.
1,200
SKEW
28.4
SUM
248k
12
osm_building_points_in_0.0075
VALUES:
279,792
(100%)
MISSING:
---
DISTINCT:
336
(<1%)
ZEROES:
188,937
(68%)
MAX
949
95%
7
Q3
1
AVG
2
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
949
IQR
1.00
STD
14.8
VAR
219
KURT.
789
SKEW
23.8
SUM
573k
13
osm_building_points_in_0.01
VALUES:
279,792
(100%)
MISSING:
---
DISTINCT:
469
(<1%)
ZEROES:
164,807
(59%)
MAX
1,162
95%
11
Q3
2
AVG
4
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
1,162
IQR
2.00
STD
25.7
VAR
659
KURT.
457
SKEW
18.7
SUM
1.0M
14
osm_catering_points_in_0.001
VALUES:
279,792
(100%)
MISSING:
---
DISTINCT:
24
(<1%)
ZEROES:
211,258
(76%)
MAX
23.0
95%
3.0
Q3
0.0
AVG
0.6
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
23.0
IQR
0.00
STD
1.70
VAR
2.87
KURT.
28.6
SKEW
4.75
SUM
172k
15
osm_catering_points_in_0.005
VALUES:
279,792
(100%)
MISSING:
---
DISTINCT:
165
(<1%)
ZEROES:
78,425
(28%)
MAX
169
95%
44
Q3
8
AVG
9
MEDIAN
2
Q1
0
5%
0
MIN
0
RANGE
169
IQR
8.00
STD
17.7
VAR
314
KURT.
14.5
SKEW
3.55
SUM
2.5M
16
osm_catering_points_in_0.0075
VALUES:
279,792
(100%)
MISSING:
---
DISTINCT:
309
(<1%)
ZEROES:
51,340
(18%)
MAX
323
95%
91
Q3
16
AVG
17
MEDIAN
5
Q1
1
5%
0
MIN
0
RANGE
323
IQR
15.0
STD
33.3
VAR
1,107
KURT.
16.3
SKEW
3.63
SUM
4.9M
17
osm_catering_points_in_0.01
VALUES:
279,792
(100%)
MISSING:
---
DISTINCT:
498
(<1%)
ZEROES:
37,470
(13%)
MAX
519
95%
128
Q3
26
AVG
28
MEDIAN
9
Q1
2
5%
0
MIN
0
RANGE
519
IQR
24.0
STD
53.8
VAR
2,893
KURT.
17.6
SKEW
3.76
SUM
7.9M
18
osm_city_closest_dist
VALUES:
279,792
(100%)
MISSING:
---
DISTINCT:
143,190
(51%)
ZEROES:
---
MAX
1,108
95%
77
Q3
11
AVG
16
MEDIAN
5
Q1
3
5%
1
MIN
0
RANGE
1,108
IQR
8.19
STD
34.8
VAR
1,208
KURT.
41.3
SKEW
5.35
SUM
4.3M
19
osm_city_nearest_name
VALUES:
279,792
(100%)
MISSING:
---
DISTINCT:
170
(<1%)
36,899
13%
-
-
Москва
18,925
7%
-
-
Санкт-Петербург
14,630
5%
-
-
Краснодар
9,493
3%
-
-
Екатеринбург
7,070
3%
-
-
Челябинск
6,743
2%
-
-
Новосибирск
6,579
2%
-
-
Самара
179,453
64%
-
-
(Other)
20
osm_city_nearest_population
VALUES:
279,737
(>99%)
MISSING:
55
(<1%)
DISTINCT:
169
(<1%)
ZEROES:
---
MAX
12.6M
95%
12.6M
Q3
1.5M
AVG
2.6M
MEDIAN
1.0M
Q1
0.3M
5%
0.1M
MIN
0.0M
RANGE
12.6M
IQR
1.2M
STD
4.1M
VAR
16.9T
KURT.
1.77
SKEW
1.85
SUM
723.0B
21
osm_crossing_closest_dist
VALUES:
279,792
(100%)
MISSING:
---
DISTINCT:
143,191
(51%)
ZEROES:
---
MAX
1,073
95%
1
Q3
0
AVG
1
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
1,073
IQR
0.204
STD
4.01
VAR
16.1
KURT.
20,505
SKEW
99.7
SUM
145k
22
osm_crossing_points_in_0.001
VALUES:
279,792
(100%)
MISSING:
---
DISTINCT:
17
(<1%)
ZEROES:
189,497
(68%)
MAX
19.0
95%
4.0
Q3
1.0
AVG
0.7
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
19.0
IQR
1.00
STD
1.39
VAR
1.92
KURT.
7.11
SKEW
2.43
SUM
206k
23
osm_crossing_points_in_0.005
VALUES:
279,792
(100%)
MISSING:
---
DISTINCT:
108
(<1%)
ZEROES:
39,970
(14%)
MAX
135
95%
46
Q3
20
AVG
14
MEDIAN
10
Q1
3
5%
0
MIN
0
RANGE
135
IQR
17.0
STD
15.1
VAR
229
KURT.
2.94
SKEW
1.63
SUM
3.9M
24
osm_crossing_points_in_0.0075
VALUES:
279,792
(100%)
MISSING:
---
DISTINCT:
191
(<1%)
ZEROES:
24,759
(9%)
MAX
198
95%
93
Q3
41
AVG
29
MEDIAN
20
Q1
7
5%
0
MIN
0
RANGE
198
IQR
34.0
STD
30.2
VAR
914
KURT.
2.68
SKEW
1.60
SUM
8.2M
25
osm_crossing_points_in_0.01
VALUES:
279,792
(100%)
MISSING:
---
DISTINCT:
268
(<1%)
ZEROES:
18,199
(7%)
MAX
267
95%
157
Q3
68
AVG
49
MEDIAN
35
Q1
12
5%
0
MIN
0
RANGE
267
IQR
56.0
STD
49.2
VAR
2,425
KURT.
2.35
SKEW
1.55
SUM
13.6M
26
osm_culture_points_in_0.001
VALUES:
279,792
(100%)
MISSING:
---
DISTINCT:
16
(<1%)
ZEROES:
265,293
(95%)
MAX
20.0
95%
1.0
Q3
0.0
AVG
0.1
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
20.0
IQR
0.00
STD
0.373
VAR
0.139
KURT.
178
SKEW
9.52
SUM
20,105
27
osm_culture_points_in_0.005
VALUES:
279,792
(100%)
MISSING:
---
DISTINCT:
111
(<1%)
ZEROES:
184,687
(66%)
MAX
162
95%
8
Q3
1
AVG
1
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
162
IQR
1.00
STD
4.41
VAR
19.4
KURT.
223
SKEW
10.5
SUM
416k
28
osm_culture_points_in_0.0075
VALUES:
279,792
(100%)
MISSING:
---
DISTINCT:
159
(<1%)
ZEROES:
146,406
(52%)
MAX
265
95%
16
Q3
2
AVG
3
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
265
IQR
2.00
STD
8.82
VAR
77.7
KURT.
143
SKEW
8.68
SUM
912k
29
osm_culture_points_in_0.01
VALUES:
279,792
(100%)
MISSING:
---
DISTINCT:
216
(<1%)
ZEROES:
119,092
(43%)
MAX
336
95%
28
Q3
5
AVG
6
MEDIAN
1
Q1
0
5%
0
MIN
0
RANGE
336
IQR
5.00
STD
14.0
VAR
196
KURT.
86.7
SKEW
7.01
SUM
1.6M
30
osm_finance_points_in_0.001
VALUES:
279,792
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
31
osm_finance_points_in_0.005
VALUES:
279,792
(100%)
MISSING:
---
DISTINCT:
29
(<1%)
ZEROES:
133,318
(48%)
MAX
28.0
95%
10.0
Q3
3.0
AVG
2.1
MEDIAN
1.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
28.0
IQR
3.00
STD
3.37
VAR
11.4
KURT.
6.83
SKEW
2.43
SUM
574k
32
osm_finance_points_in_0.0075
VALUES:
279,792
(100%)
MISSING:
---
DISTINCT:
42
(<1%)
ZEROES:
92,889
(33%)
MAX
42.0
95%
18.0
Q3
5.0
AVG
4.0
MEDIAN
1.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
42.0
IQR
5.00
STD
6.11
VAR
37.3
KURT.
5.57
SKEW
2.29
SUM
1.1M
33
osm_finance_points_in_0.01
VALUES:
279,792
(100%)
MISSING:
---
DISTINCT:
61
(<1%)
ZEROES:
69,505
(25%)
MAX
60.0
95%
28.0
Q3
8.0
AVG
6.4
MEDIAN
3.0
Q1
1.0
5%
0.0
MIN
0.0
RANGE
60.0
IQR
7.00
STD
9.35
VAR
87.5
KURT.
5.18
SKEW
2.24
SUM
1.8M
34
osm_healthcare_points_in_0.005
VALUES:
279,792
(100%)
MISSING:
---
DISTINCT:
31
(<1%)
ZEROES:
122,621
(44%)
MAX
30.0
95%
9.0
Q3
3.0
AVG
2.0
MEDIAN
1.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
30.0
IQR
3.00
STD
3.33
VAR
11.1
KURT.
11.8
SKEW
3.01
SUM
568k
35
osm_healthcare_points_in_0.0075
VALUES:
279,792
(100%)
MISSING:
---
DISTINCT:
57
(<1%)
ZEROES:
83,430
(30%)
MAX
56.0
95%
17.0
Q3
5.0
AVG
4.2
MEDIAN
2.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
56.0
IQR
5.00
STD
6.43
VAR
41.3
KURT.
11.1
SKEW
3.00
SUM
1.2M
36
osm_healthcare_points_in_0.01
VALUES:
279,792
(100%)
MISSING:
---
DISTINCT:
78
(<1%)
ZEROES:
62,656
(22%)
MAX
78.0
95%
28.0
Q3
8.0
AVG
6.8
MEDIAN
3.0
Q1
1.0
5%
0.0
MIN
0.0
RANGE
78.0
IQR
7.00
STD
10.3
VAR
107
KURT.
10.3
SKEW
2.97
SUM
1.9M
37
osm_historic_points_in_0.005
VALUES:
279,792
(100%)
MISSING:
---
DISTINCT:
54
(<1%)
ZEROES:
162,419
(58%)
MAX
53.0
95%
8.0
Q3
2.0
AVG
1.7
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
53.0
IQR
2.00
STD
3.91
VAR
15.3
KURT.
28.5
SKEW
4.57
SUM
470k
38
osm_historic_points_in_0.0075
VALUES:
279,792
(100%)
MISSING:
---
DISTINCT:
89
(<1%)
ZEROES:
118,207
(42%)
MAX
89.0
95%
18.0
Q3
4.0
AVG
3.7
MEDIAN
1.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
89.0
IQR
4.00
STD
7.82
VAR
61.2
KURT.
23.0
SKEW
4.23
SUM
1.0M
39
osm_historic_points_in_0.01
VALUES:
279,792
(100%)
MISSING:
---
DISTINCT:
129
(<1%)
ZEROES:
87,518
(31%)
MAX
129
95%
30
Q3
6
AVG
6
MEDIAN
2
Q1
0
5%
0
MIN
0
RANGE
129
IQR
6.00
STD
12.7
VAR
162
KURT.
21.4
SKEW
4.12
SUM
1.7M
40
osm_hotels_points_in_0.005
VALUES:
279,792
(100%)
MISSING:
---
DISTINCT:
67
(<1%)
ZEROES:
191,803
(69%)
MAX
80.0
95%
5.0
Q3
1.0
AVG
1.0
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
80.0
IQR
1.00
STD
3.31
VAR
11.0
KURT.
83.1
SKEW
7.70
SUM
292k
41
osm_hotels_points_in_0.0075
VALUES:
279,792
(100%)
MISSING:
---
DISTINCT:
109
(<1%)
ZEROES:
154,338
(55%)
MAX
113
95%
10
Q3
2
AVG
2
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
113
IQR
2.00
STD
6.42
VAR
41.2
KURT.
69.5
SKEW
7.17
SUM
600k
42
osm_hotels_points_in_0.01
VALUES:
279,792
(100%)
MISSING:
---
DISTINCT:
158
(<1%)
ZEROES:
127,295
(45%)
MAX
159
95%
16
Q3
2
AVG
4
MEDIAN
1
Q1
0
5%
0
MIN
0
RANGE
159
IQR
2.00
STD
10.3
VAR
107
KURT.
60.4
SKEW
6.75
SUM
995k
43
osm_leisure_points_in_0.005
VALUES:
279,792
(100%)
MISSING:
---
DISTINCT:
34
(<1%)
ZEROES:
122,645
(44%)
MAX
35.0
95%
8.0
Q3
3.0
AVG
2.0
MEDIAN
1.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
35.0
IQR
3.00
STD
3.04
VAR
9.26
KURT.
8.45
SKEW
2.45
SUM
566k
44
osm_leisure_points_in_0.0075
VALUES:
279,792
(100%)
MISSING:
---
DISTINCT:
59
(<1%)
ZEROES:
82,366
(29%)
MAX
75.0
95%
16.0
Q3
6.0
AVG
4.2
MEDIAN
2.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
75.0
IQR
6.00
STD
5.69
VAR
32.3
KURT.
6.95
SKEW
2.25
SUM
1.2M
45
osm_leisure_points_in_0.01
VALUES:
279,792
(100%)
MISSING:
---
DISTINCT:
85
(<1%)
ZEROES:
60,814
(22%)
MAX
106
95%
27
Q3
10
AVG
7
MEDIAN
3
Q1
1
5%
0
MIN
0
RANGE
106
IQR
9.00
STD
9.09
VAR
82.7
KURT.
5.63
SKEW
2.09
SUM
2.0M
46
osm_offices_points_in_0.001
VALUES:
279,792
(100%)
MISSING:
---
DISTINCT:
13
(<1%)
ZEROES:
237,130
(85%)
MAX
17.0
95%
1.0
Q3
0.0
AVG
0.2
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
17.0
IQR
0.00
STD
0.738
VAR
0.545
KURT.
38.9
SKEW
5.27
SUM
66,923
47
osm_offices_points_in_0.005
VALUES:
279,792
(100%)
MISSING:
---
DISTINCT:
63
(<1%)
ZEROES:
111,467
(40%)
MAX
63.0
95%
14.0
Q3
4.0
AVG
3.1
MEDIAN
1.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
63.0
IQR
4.00
STD
5.52
VAR
30.4
KURT.
17.5
SKEW
3.52
SUM
870k
48
osm_offices_points_in_0.0075
VALUES:
279,792
(100%)
MISSING:
---
DISTINCT:
118
(<1%)
ZEROES:
76,352
(27%)
MAX
127
95%
27
Q3
7
AVG
6
MEDIAN
2
Q1
0
5%
0
MIN
0
RANGE
127
IQR
7.00
STD
10.7
VAR
115
KURT.
18.1
SKEW
3.61
SUM
1.7M
49
osm_offices_points_in_0.01
VALUES:
279,792
(100%)
MISSING:
---
DISTINCT:
178
(<1%)
ZEROES:
56,099
(20%)
MAX
178
95%
45
Q3
11
AVG
10
MEDIAN
4
Q1
1
5%
0
MIN
0
RANGE
178
IQR
10.0
STD
17.5
VAR
305
KURT.
17.9
SKEW
3.63
SUM
2.9M
50
osm_shops_points_in_0.001
VALUES:
279,792
(100%)
MISSING:
---
DISTINCT:
37
(<1%)
ZEROES:
138,828
(50%)
MAX
40.0
95%
7.0
Q3
2.0
AVG
1.6
MEDIAN
1.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
40.0
IQR
2.00
STD
2.66
VAR
7.07
KURT.
12.8
SKEW
2.88
SUM
453k
51
osm_shops_points_in_0.005
VALUES:
279,792
(100%)
MISSING:
---
DISTINCT:
272
(<1%)
ZEROES:
26,979
(10%)
MAX
309
95%
80
Q3
30
AVG
23
MEDIAN
13
Q1
4
5%
0
MIN
0
RANGE
309
IQR
26.0
STD
28.4
VAR
808
KURT.
8.72
SKEW
2.50
SUM
6.3M
52
osm_shops_points_in_0.0075
VALUES:
279,792
(100%)
MISSING:
---
DISTINCT:
484
(<1%)
ZEROES:
17,337
(6%)
MAX
509
95%
151
Q3
59
AVG
45
MEDIAN
27
Q1
9
5%
0
MIN
0
RANGE
509
IQR
50.0
STD
54.2
VAR
2,936
KURT.
9.11
SKEW
2.54
SUM
12.5M
53
osm_shops_points_in_0.01
VALUES:
279,792
(100%)
MISSING:
---
DISTINCT:
745
(<1%)
ZEROES:
12,717
(5%)
MAX
809
95%
239
Q3
96
AVG
72
MEDIAN
45
Q1
16
5%
1
MIN
0
RANGE
809
IQR
80.0
STD
86.6
VAR
7,493
KURT.
9.85
SKEW
2.63
SUM
20.3M
54
osm_subway_closest_dist
VALUES:
279,792
(100%)
MISSING:
---
DISTINCT:
143,137
(51%)
ZEROES:
---
MAX
2,926
95%
529
Q3
325
AVG
171
MEDIAN
61
Q1
1
5%
0
MIN
0
RANGE
2,926
IQR
324
STD
218
VAR
47,368
KURT.
14.5
SKEW
2.36
SUM
47.8M
55
osm_train_stop_closest_dist
VALUES:
279,792
(100%)
MISSING:
---
DISTINCT:
143,190
(51%)
ZEROES:
---
MAX
1,322
95%
50
Q3
6
AVG
10
MEDIAN
3
Q1
1
5%
0
MIN
0
RANGE
1,322
IQR
4.48
STD
26.6
VAR
708
KURT.
167
SKEW
9.35
SUM
2.7M
56
osm_train_stop_points_in_0.005
VALUES:
279,792
(100%)
MISSING:
---
DISTINCT:
19
(<1%)
ZEROES:
269,647
(96%)
MAX
29.0
95%
0.0
Q3
0.0
AVG
0.1
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
29.0
IQR
0.00
STD
0.530
VAR
0.281
KURT.
259
SKEW
12.3
SUM
22,002
57
osm_train_stop_points_in_0.0075
VALUES:
279,792
(100%)
MISSING:
---
DISTINCT:
24
(<1%)
ZEROES:
258,422
(92%)
MAX
31.0
95%
2.0
Q3
0.0
AVG
0.2
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
31.0
IQR
0.00
STD
0.914
VAR
0.835
KURT.
119
SKEW
8.48
SUM
54,940
58
osm_train_stop_points_in_0.01
VALUES:
279,792
(100%)
MISSING:
---
DISTINCT:
30
(<1%)
ZEROES:
243,840
(87%)
MAX
31.0
95%
2.0
Q3
0.0
AVG
0.3
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
31.0
IQR
0.00
STD
1.31
VAR
1.72
KURT.
112
SKEW
8.17
SUM
97,256
59
osm_transport_stop_closest_dist
VALUES:
279,792
(100%)
MISSING:
---
DISTINCT:
143,191
(51%)
ZEROES:
---
MAX
1,007
95%
1
Q3
0
AVG
1
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
1,007
IQR
0.214
STD
4.60
VAR
21.1
KURT.
15,059
SKEW
91.8
SUM
161k
60
osm_transport_stop_points_in_0.005
VALUES:
279,792
(100%)
MISSING:
---
DISTINCT:
51
(<1%)
ZEROES:
40,729
(15%)
MAX
58.0
95%
17.0
Q3
9.0
AVG
6.3
MEDIAN
5.0
Q1
2.0
5%
0.0
MIN
0.0
RANGE
58.0
IQR
7.00
STD
5.56
VAR
30.9
KURT.
2.83
SKEW
1.35
SUM
1.8M
61
osm_transport_stop_points_in_0.0075
VALUES:
279,792
(100%)
MISSING:
---
DISTINCT:
74
(<1%)
ZEROES:
23,541
(8%)
MAX
78.0
95%
32.0
Q3
19.0
AVG
13.0
MEDIAN
11.0
Q1
5.0
5%
0.0
MIN
0.0
RANGE
78.0
IQR
14.0
STD
10.2
VAR
104
KURT.
1.34
SKEW
1.04
SUM
3.6M
62
osm_transport_stop_points_in_0.01
VALUES:
279,792
(100%)
MISSING:
---
DISTINCT:
107
(<1%)
ZEROES:
17,247
(6%)
MAX
109
95%
52
Q3
32
AVG
22
MEDIAN
19
Q1
9
5%
0
MIN
0
RANGE
109
IQR
23.0
STD
16.3
VAR
264
KURT.
0.516
SKEW
0.856
SUM
6.0M
63
reform_count_of_houses_1000
VALUES:
279,792
(100%)
MISSING:
---
DISTINCT:
699
(<1%)
ZEROES:
14,596
(5%)
MAX
733
95%
248
Q3
140
AVG
100
MEDIAN
86
Q1
39
5%
0
MIN
0
RANGE
733
IQR
101
STD
85.5
VAR
7,308
KURT.
6.61
SKEW
1.87
SUM
28.1M
64
reform_count_of_houses_500
VALUES:
279,792
(100%)
MISSING:
---
DISTINCT:
275
(<1%)
ZEROES:
27,234
(10%)
MAX
289
95%
78
Q3
43
AVG
30
MEDIAN
25
Q1
10
5%
0
MIN
0
RANGE
289
IQR
33.0
STD
27.7
VAR
767
KURT.
7.82
SKEW
1.98
SUM
8.4M
65
reform_house_population_1000
VALUES:
265,196
(95%)
MISSING:
14,596
(5%)
DISTINCT:
6,206
(2%)
ZEROES:
2,180
(<1%)
MAX
18,392
95%
4,405
Q3
2,978
AVG
2,043
MEDIAN
1,949
Q1
932
5%
75
MIN
0
RANGE
18,392
IQR
2,046
STD
1,360
VAR
1.8M
KURT.
0.059
SKEW
0.487
SUM
541.7M
66
reform_house_population_500
VALUES:
252,558
(90%)
MISSING:
27,234
(10%)
DISTINCT:
2,366
(<1%)
ZEROES:
3,105
(1%)
MAX
6,105
95%
1,424
Q3
936
AVG
645
MEDIAN
602
Q1
290
5%
24
MIN
0
RANGE
6,105
IQR
646
STD
446
VAR
199k
KURT.
1.26
SKEW
0.729
SUM
162.8M
67
reform_mean_floor_count_1000
VALUES:
263,084
(94%)
MISSING:
16,708
(6%)
DISTINCT:
49,017
(18%)
ZEROES:
16
(<1%)
MAX
53.7
95%
14.1
Q3
8.7
AVG
7.1
MEDIAN
6.4
Q1
4.6
5%
2.6
MIN
0.0
RANGE
53.7
IQR
4.11
STD
3.54
VAR
12.5
KURT.
2.60
SKEW
1.28
SUM
1.9M
68
reform_mean_floor_count_500
VALUES:
249,624
(89%)
MISSING:
30,168
(11%)
DISTINCT:
17,121
(6%)
ZEROES:
10
(<1%)
MAX
222
95%
16
Q3
9
AVG
7
MEDIAN
6
Q1
5
5%
2
MIN
0
RANGE
222
IQR
4.48
STD
4.23
VAR
17.9
KURT.
108
SKEW
3.70
SUM
1.8M
69
reform_mean_year_building_1000
VALUES:
263,553
(94%)
MISSING:
16,239
(6%)
DISTINCT:
76,044
(27%)
ZEROES:
---
MAX
2,019
95%
2,010
Q3
1,984
MEDIAN
1,971
AVG
1,968
Q1
1,960
5%
1,921
MIN
1
RANGE
2,018
IQR
23.6
STD
45.8
VAR
2,098
KURT.
660
SKEW
-18.3
SUM
518.5M
70
reform_mean_year_building_500
VALUES:
250,155
(89%)
MISSING:
29,637
(11%)
DISTINCT:
43,143
(15%)
ZEROES:
---
MAX
2,020
95%
2,013
Q3
1,987
MEDIAN
1,972
AVG
1,968
Q1
1,960
5%
1,919
MIN
1
RANGE
2,019
IQR
27.1
STD
54.1
VAR
2,928
KURT.
492
SKEW
-16.7
SUM
492.3M
71
region
VALUES:
279,792
(100%)
MISSING:
---
DISTINCT:
49
(<1%)
72
total_square
VALUES:
279,792
(100%)
MISSING:
---
DISTINCT:
20,844
(7%)
ZEROES:
---
MAX
40,000
95%
1,809
Q3
336
AVG
508
MEDIAN
129
Q1
66
5%
25
MIN
5
RANGE
39,995
IQR
270
STD
1,704
VAR
2.9M
KURT.
153
SKEW
10.6
SUM
142.1M
73
street
VALUES:
278,186
(>99%)
MISSING:
1,606
(<1%)
DISTINCT:
28,841
(10%)
4,991
2%
-
-
S12711
2,668
<1%
-
-
S24233
2,249
<1%
-
-
S20099
1,785
<1%
-
-
S14617
1,446
<1%
-
-
S9675
1,434
<1%
-
-
S18486
1,384
<1%
-
-
S15441
262,229
94%
-
-
(Other)
74
date
VALUES:
279,792
(100%)
MISSING:
---
DISTINCT:
34
(<1%)
75
realty_type
VALUES:
279,792
(100%)
MISSING:
---
DISTINCT:
3
(<1%)
76
price_type
VALUES:
279,792
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
per_square_meter_price
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
osm_city_nearest_population
0.55
osm_catering_points_in_0.005
0.49
osm_amenity_points_in_0.005
0.48
osm_amenity_points_in_0.01
0.48
osm_amenity_points_in_0.0075
0.48
osm_catering_points_in_0.0075
0.47
osm_catering_points_in_0.01
0.46
osm_leisure_points_in_0.01
0.46
osm_healthcare_points_in_0.01
0.46
osm_shops_points_in_0.01
0.44
osm_healthcare_points_in_0.0075
0.44
osm_amenity_points_in_0.001
0.44
osm_shops_points_in_0.005
0.43
osm_shops_points_in_0.0075
0.43

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
region
0.56
osm_finance_points_in_0.001
0.22
realty_type
0.14
date
0.11
price_type
0.03
MOST FREQUENT VALUES
99500.0
1,034
0.4%
39800.0
896
0.3%
49750.0
891
0.3%
59700.0
669
0.2%
19900.0
601
0.2%
79600.0
576
0.2%
66333.33333333331
499
0.2%
29850.0
497
0.2%
199000.0
415
0.1%
24875.0
412
0.1%
33166.666666666664
399
0.1%
119400.0
376
0.1%
9950.0
340
0.1%
74625.0
305
0.1%
82916.66666666669
272
<0.1%
SMALLEST VALUES
389.6103896103896
1
<0.1%
395.3488372093023
1
<0.1%
396.66666666666674
2
<0.1%
397.77777777777777
2
<0.1%
397.93281653746766
1
<0.1%
397.979797979798
2
<0.1%
398.0
10
<0.1%
398.2352941176471
1
<0.1%
398.33333333333326
1
<0.1%
398.4002461159822
1
<0.1%
398.57142857142856
1
<0.1%
398.6938775510204
1
<0.1%
399.7321727485772
1
<0.1%
400.0
24
<0.1%
400.3202562049639
1
<0.1%
LARGEST VALUES
1990000.0
15
<0.1%
1988604.0965207631
1
<0.1%
1988579.5860099928
1
<0.1%
1985571.587125416
1
<0.1%
1985142.8571428568
1
<0.1%
1982092.5925925928
1
<0.1%
1980088.5935769656
1
<0.1%
1980052.6315789477
1
<0.1%
1978628.571428572
1
<0.1%
1976733.333333333
1
<0.1%
1975367.647058824
2
<0.1%
1974566.666666667
1
<0.1%
1972214.2857142857
1
<0.1%
1970107.1428571432
1
<0.1%
1970098.5221674875
1
<0.1%
Associations
[Only including dataset "DataFrame"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
Associations
[Only including dataset "None"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
per_square_meter_price
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
osm_city_nearest_population
0.55
osm_catering_points_in_0.005
0.49
osm_amenity_points_in_0.005
0.48
osm_amenity_points_in_0.01
0.48
osm_amenity_points_in_0.0075
0.48
osm_catering_points_in_0.0075
0.47
osm_catering_points_in_0.01
0.46
osm_leisure_points_in_0.01
0.46
osm_healthcare_points_in_0.01
0.46
osm_shops_points_in_0.01
0.44
osm_healthcare_points_in_0.0075
0.44
osm_amenity_points_in_0.001
0.44
osm_shops_points_in_0.005
0.43
osm_shops_points_in_0.0075
0.43

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
region
0.56
osm_finance_points_in_0.001
0.22
realty_type
0.14
date
0.11
price_type
0.03
MOST FREQUENT VALUES
99500.0
1,034
0.4%
39800.0
896
0.3%
49750.0
891
0.3%
59700.0
669
0.2%
19900.0
601
0.2%
79600.0
576
0.2%
66333.33333333331
499
0.2%
29850.0
497
0.2%
199000.0
415
0.1%
24875.0
412
0.1%
33166.666666666664
399
0.1%
119400.0
376
0.1%
9950.0
340
0.1%
74625.0
305
0.1%
82916.66666666669
272
<0.1%
SMALLEST VALUES
389.6103896103896
1
<0.1%
395.3488372093023
1
<0.1%
396.66666666666674
2
<0.1%
397.77777777777777
2
<0.1%
397.93281653746766
1
<0.1%
397.979797979798
2
<0.1%
398.0
10
<0.1%
398.2352941176471
1
<0.1%
398.33333333333326
1
<0.1%
398.4002461159822
1
<0.1%
398.57142857142856
1
<0.1%
398.6938775510204
1
<0.1%
399.7321727485772
1
<0.1%
400.0
24
<0.1%
400.3202562049639
1
<0.1%
LARGEST VALUES
1990000.0
15
<0.1%
1988604.0965207631
1
<0.1%
1988579.5860099928
1
<0.1%
1985571.587125416
1
<0.1%
1985142.8571428568
1
<0.1%
1982092.5925925928
1
<0.1%
1980088.5935769656
1
<0.1%
1980052.6315789477
1
<0.1%
1978628.571428572
1
<0.1%
1976733.333333333
1
<0.1%
1975367.647058824
2
<0.1%
1974566.666666667
1
<0.1%
1972214.2857142857
1
<0.1%
1970107.1428571432
1
<0.1%
1970098.5221674875
1
<0.1%
city
MISSING:
---
55,996
20%
-
-
Москва
18,906
7%
-
-
Санкт-Петербург
13,009
5%
-
-
Краснодар
8,580
3%
-
-
Екатеринбург
6,753
2%
-
-
Новосибирск
6,201
2%
-
-
Челябинск
6,147
2%
-
-
Самара
6,033
2%
-
-
Казань
5,861
2%
-
-
Тюмень
4,931
2%
-
-
Уфа
4,904
2%
-
-
Нижний Новгород
4,645
2%
-
-
Ростов-на-Дону
3,855
1%
-
-
Пермь
3,849
1%
-
-
Красноярск
3,635
1%
-
-
Воронеж
3,026
1%
-
-
Саратов
2,726
<1%
-
-
Ставрополь
2,600
<1%
-
-
Калининград
2,501
<1%
-
-
Иркутск
2,401
<1%
-
-
Волгоград
2,350
<1%
-
-
Сочи
2,187
<1%
-
-
Омск
2,047
<1%
-
-
Ижевск
2,031
<1%
-
-
Барнаул
1,693
<1%
-
-
Киров
1,679
<1%
-
-
Кемерово
1,580
<1%
-
-
Ярославль
1,543
<1%
-
-
Ульяновск
1,540
<1%
-
-
Белгород
1,488
<1%
-
-
Тольятти
1,396
<1%
-
-
Пенза
1,358
<1%
-
-
Тула
1,331
<1%
-
-
Новороссийск
1,276
<1%
-
-
Анапа
1,213
<1%
-
-
Иваново
1,206
<1%
-
-
Сургут
1,183
<1%
-
-
Брянск
1,180
<1%
-
-
Липецк
1,156
<1%
-
-
Томск
1,116
<1%
-
-
Набережные Челны
1,068
<1%
-
-
Новокузнецк
1,066
<1%
-
-
Балашиха
947
<1%
-
-
Сыктывкар
937
<1%
-
-
Кострома
906
<1%
-
-
Нижний Тагил
892
<1%
-
-
Смоленск
827
<1%
-
-
Курск
799
<1%
-
-
Вологда
792
<1%
-
-
Калуга
766
<1%
-
-
Красногорск
751
<1%
-
-
Химки
730
<1%
-
-
Петрозаводск
705
<1%
-
-
Магнитогорск
660
<1%
-
-
Волжский
588
<1%
-
-
Нижневартовск
578
<1%
-
-
Таганрог
575
<1%
-
-
Геленджик
544
<1%
-
-
Саранск
541
<1%
-
-
Одинцово
536
<1%
-
-
Королев
67,472
24%
-
-
(Other)
floor
MISSING:
---
176,237
63%
-
-
nan
72,871
26%
-
-
1.0
8,102
3%
-
-
2.0
8,065
3%
-
-
-1.0
3,682
1%
-
-
3.0
2,284
<1%
-
-
4.0
1,436
<1%
-
-
5.0
933
<1%
-
-
0.0
787
<1%
-
-
-2.0
692
<1%
-
-
6.0
683
<1%
-
-
7.0
442
<1%
-
-
1
350
<1%
-
-
8.0
309
<1%
-
-
9.0
249
<1%
-
-
10.0
184
<1%
-
-
11.0
138
<1%
-
-
12.0
115
<1%
-
-
15.0
103
<1%
-
-
17.0
101
<1%
-
-
20.0
98
<1%
-
-
22.0
97
<1%
-
-
13.0
86
<1%
-
-
16.0
85
<1%
-
-
14.0
74
<1%
-
-
2
74
<1%
-
-
19.0
61
<1%
-
-
38.0
60
<1%
-
-
24.0
55
<1%
-
-
18.0
54
<1%
-
-
подвал
54
<1%
-
-
47.0
52
<1%
-
-
21.0
49
<1%
-
-
3
47
<1%
-
-
30.0
42
<1%
-
-
53.0
41
<1%
-
-
цоколь
39
<1%
-
-
-3.0
34
<1%
-
-
40.0
33
<1%
-
-
23.0
33
<1%
-
-
58.0
32
<1%
-
-
64.0
32
<1%
-
-
45.0
30
<1%
-
-
60.0
30
<1%
-
-
42.0
29
<1%
-
-
65.0
27
<1%
-
-
5
25
<1%
-
-
66.0
25
<1%
-
-
25.0
24
<1%
-
-
27.0
24
<1%
-
-
44.0
23
<1%
-
-
67.0
23
<1%
-
-
26.0
22
<1%
-
-
4
22
<1%
-
-
37.0
20
<1%
-
-
43.0
17
<1%
-
-
1, подвал
17
<1%
-
-
6
16
<1%
-
-
29.0
15
<1%
-
-
33.0
15
<1%
-
-
73.0
393
<1%
-
-
(Other)
id
MISSING:
---
1
<1%
-
-
COL_0
1
<1%
-
-
COL_190639
1
<1%
-
-
COL_190646
1
<1%
-
-
COL_190645
1
<1%
-
-
COL_190644
1
<1%
-
-
COL_190643
1
<1%
-
-
COL_190641
1
<1%
-
-
COL_190640
1
<1%
-
-
COL_190638
1
<1%
-
-
COL_190596
1
<1%
-
-
COL_190637
1
<1%
-
-
COL_190636
1
<1%
-
-
COL_190635
1
<1%
-
-
COL_190634
1
<1%
-
-
COL_190633
1
<1%
-
-
COL_190632
1
<1%
-
-
COL_190647
1
<1%
-
-
COL_190648
1
<1%
-
-
COL_190649
1
<1%
-
-
COL_190650
1
<1%
-
-
COL_190651
1
<1%
-
-
COL_190652
1
<1%
-
-
COL_190654
1
<1%
-
-
COL_190655
1
<1%
-
-
COL_190656
1
<1%
-
-
COL_190657
1
<1%
-
-
COL_190658
1
<1%
-
-
COL_190659
1
<1%
-
-
COL_190660
1
<1%
-
-
COL_190661
1
<1%
-
-
COL_190662
1
<1%
-
-
COL_190663
1
<1%
-
-
COL_190664
1
<1%
-
-
COL_190631
1
<1%
-
-
COL_190630
1
<1%
-
-
COL_190629
1
<1%
-
-
COL_190612
1
<1%
-
-
COL_190598
1
<1%
-
-
COL_190599
1
<1%
-
-
COL_190600
1
<1%
-
-
COL_190601
1
<1%
-
-
COL_190602
1
<1%
-
-
COL_190603
1
<1%
-
-
COL_190604
1
<1%
-
-
COL_190605
1
<1%
-
-
COL_190606
1
<1%
-
-
COL_190607
1
<1%
-
-
COL_190608
1
<1%
-
-
COL_190609
1
<1%
-
-
COL_190610
1
<1%
-
-
COL_190611
1
<1%
-
-
COL_190613
1
<1%
-
-
COL_190628
1
<1%
-
-
COL_190614
1
<1%
-
-
COL_190615
1
<1%
-
-
COL_190616
1
<1%
-
-
COL_190617
1
<1%
-
-
COL_190618
1
<1%
-
-
COL_190619
1
<1%
-
-
COL_190620
279,732
>99%
-
-
(Other)
lat
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
osm_subway_closest_dist
-0.33
osm_city_nearest_population
0.21
osm_leisure_points_in_0.01
0.19
osm_building_points_in_0.01
-0.19
osm_offices_points_in_0.01
0.18
osm_leisure_points_in_0.0075
0.18
osm_offices_points_in_0.0075
0.17
osm_healthcare_points_in_0.01
0.17
osm_building_points_in_0.0075
-0.16
osm_transport_stop_points_in_0.01
0.16
osm_offices_points_in_0.005
0.16
osm_healthcare_points_in_0.0075
0.16
osm_leisure_points_in_0.005
0.15
osm_healthcare_points_in_0.005
0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
region
0.99
realty_type
0.05
date
0.04
price_type
0.03
osm_finance_points_in_0.001
0.03
MOST FREQUENT VALUES
55.74951
887
0.3%
55.5546
526
0.2%
55.55919599999999
436
0.2%
55.748142
368
0.1%
55.74711600000001
341
0.1%
55.748158
337
0.1%
59.85533
329
0.1%
55.65015
256
<0.1%
55.618730000000006
250
<0.1%
55.56494
220
<0.1%
55.79391500000001
207
<0.1%
55.79343000000001
178
<0.1%
59.907284
174
<0.1%
55.856037
172
<0.1%
55.56471
160
<0.1%
SMALLEST VALUES
42.651897
1
<0.1%
42.71163
1
<0.1%
42.715145
2
<0.1%
42.72682
1
<0.1%
42.77339600000001
1
<0.1%
42.77445
3
<0.1%
42.776752
1
<0.1%
42.777573
3
<0.1%
42.781734
1
<0.1%
42.782528000000006
1
<0.1%
42.784214
1
<0.1%
42.785645
2
<0.1%
42.785713
1
<0.1%
42.785725
1
<0.1%
42.786816
1
<0.1%
LARGEST VALUES
69.50074000000001
1
<0.1%
69.49693
1
<0.1%
69.49662
2
<0.1%
69.49214
1
<0.1%
69.49194
1
<0.1%
69.49053
2
<0.1%
69.48651
1
<0.1%
69.48577
1
<0.1%
69.48447
3
<0.1%
69.41383
3
<0.1%
69.40884
1
<0.1%
69.40657
1
<0.1%
69.40628000000001
5
<0.1%
69.40599
1
<0.1%
69.40583000000001
1
<0.1%
lng
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
osm_city_nearest_population
-0.28
osm_leisure_points_in_0.01
-0.23
osm_transport_stop_points_in_0.01
-0.23
per_square_meter_price
-0.22
osm_shops_points_in_0.01
-0.22
osm_shops_points_in_0.0075
-0.22
osm_leisure_points_in_0.0075
-0.22
osm_transport_stop_points_in_0.0075
-0.21
osm_amenity_points_in_0.01
-0.21
osm_amenity_points_in_0.0075
-0.21
osm_shops_points_in_0.005
-0.21
osm_amenity_points_in_0.005
-0.21
osm_offices_points_in_0.01
-0.20
osm_healthcare_points_in_0.01
-0.19

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
region
1.00
price_type
0.11
date
0.06
osm_finance_points_in_0.001
0.06
realty_type
0.02
MOST FREQUENT VALUES
37.537083
856
0.3%
37.51362
526
0.2%
37.49311
436
0.2%
37.54049000000001
367
0.1%
37.539078
336
0.1%
30.31984000000001
330
0.1%
37.54024
324
0.1%
37.54059
256
<0.1%
37.505913
250
<0.1%
37.498528
220
<0.1%
37.612316
205
<0.1%
37.6115
177
<0.1%
37.55892
173
<0.1%
30.317835
172
<0.1%
37.494118
160
<0.1%
SMALLEST VALUES
19.892178
1
<0.1%
19.892185
1
<0.1%
19.897713
1
<0.1%
19.901007
1
<0.1%
19.903135
1
<0.1%
19.90381
2
<0.1%
19.903818
2
<0.1%
19.903824
1
<0.1%
19.903881
1
<0.1%
19.904394
3
<0.1%
19.90443
1
<0.1%
19.906387
2
<0.1%
19.907162
3
<0.1%
19.907309
1
<0.1%
19.907942
1
<0.1%
LARGEST VALUES
151.77700000000004
3
<0.1%
136.28682
1
<0.1%
135.82329
1
<0.1%
135.82327
1
<0.1%
135.8202
1
<0.1%
135.62358
1
<0.1%
135.57025
1
<0.1%
135.56618
1
<0.1%
135.55772
1
<0.1%
135.5495
1
<0.1%
135.28546
1
<0.1%
135.2826
4
<0.1%
135.05728
1
<0.1%
134.70938
1
<0.1%
134.50218
2
<0.1%
osm_amenity_points_in_0.001
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
osm_shops_points_in_0.001
0.90
osm_catering_points_in_0.001
0.81
osm_amenity_points_in_0.005
0.75
osm_shops_points_in_0.005
0.73
osm_catering_points_in_0.005
0.71
osm_amenity_points_in_0.0075
0.68
osm_shops_points_in_0.0075
0.67
osm_catering_points_in_0.0075
0.65
osm_amenity_points_in_0.01
0.64
osm_shops_points_in_0.01
0.63
osm_catering_points_in_0.01
0.61
osm_offices_points_in_0.005
0.59
osm_finance_points_in_0.005
0.59
osm_finance_points_in_0.0075
0.57

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
osm_finance_points_in_0.001
0.47
region
0.33
realty_type
0.13
date
0.06
price_type
0.03
MOST FREQUENT VALUES
0
108,604
38.8%
1
47,688
17.0%
2
30,857
11.0%
3
21,693
7.8%
4
15,114
5.4%
5
12,222
4.4%
6
8,411
3.0%
7
6,175
2.2%
8
5,803
2.1%
9
4,572
1.6%
10
3,032
1.1%
11
2,799
1.0%
12
1,911
0.7%
15
1,450
0.5%
13
1,433
0.5%
SMALLEST VALUES
0
108,604
38.8%
1
47,688
17.0%
2
30,857
11.0%
3
21,693
7.8%
4
15,114
5.4%
5
12,222
4.4%
6
8,411
3.0%
7
6,175
2.2%
8
5,803
2.1%
9
4,572
1.6%
10
3,032
1.1%
11
2,799
1.0%
12
1,911
0.7%
13
1,433
0.5%
14
1,355
0.5%
LARGEST VALUES
46
40
<0.1%
45
7
<0.1%
44
3
<0.1%
43
1
<0.1%
41
4
<0.1%
40
1
<0.1%
39
9
<0.1%
38
17
<0.1%
37
14
<0.1%
36
38
<0.1%
35
28
<0.1%
34
47
<0.1%
33
15
<0.1%
32
10
<0.1%
31
44
<0.1%
osm_amenity_points_in_0.005
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
osm_amenity_points_in_0.0075
0.97
osm_shops_points_in_0.005
0.96
osm_shops_points_in_0.0075
0.94
osm_amenity_points_in_0.01
0.93
osm_catering_points_in_0.005
0.93
osm_catering_points_in_0.0075
0.92
osm_shops_points_in_0.01
0.92
osm_catering_points_in_0.01
0.89
osm_finance_points_in_0.01
0.83
osm_offices_points_in_0.0075
0.83
osm_finance_points_in_0.0075
0.83
osm_offices_points_in_0.01
0.82
osm_offices_points_in_0.005
0.82
osm_healthcare_points_in_0.01
0.82

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
region
0.42
osm_finance_points_in_0.001
0.38
realty_type
0.14
date
0.07
price_type
0.05
MOST FREQUENT VALUES
0
17,440
6.2%
1
9,775
3.5%
3
8,431
3.0%
2
8,353
3.0%
4
7,159
2.6%
5
6,595
2.4%
7
6,231
2.2%
6
6,227
2.2%
8
6,028
2.2%
9
5,987
2.1%
11
5,760
2.1%
10
5,177
1.9%
12
5,009
1.8%
16
4,886
1.7%
13
4,796
1.7%
SMALLEST VALUES
0
17,440
6.2%
1
9,775
3.5%
2
8,353
3.0%
3
8,431
3.0%
4
7,159
2.6%
5
6,595
2.4%
6
6,227
2.2%
7
6,231
2.2%
8
6,028
2.2%
9
5,987
2.1%
10
5,177
1.9%
11
5,760
2.1%
12
5,009
1.8%
13
4,796
1.7%
14
4,718
1.7%
LARGEST VALUES
468
1
<0.1%
464
1
<0.1%
454
1
<0.1%
434
4
<0.1%
433
3
<0.1%
432
1
<0.1%
430
6
<0.1%
429
1
<0.1%
424
2
<0.1%
423
1
<0.1%
422
3
<0.1%
420
1
<0.1%
418
2
<0.1%
416
1
<0.1%
412
1
<0.1%
osm_amenity_points_in_0.0075
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
osm_amenity_points_in_0.01
0.99
osm_shops_points_in_0.0075
0.97
osm_amenity_points_in_0.005
0.97
osm_shops_points_in_0.01
0.96
osm_catering_points_in_0.0075
0.95
osm_catering_points_in_0.01
0.94
osm_shops_points_in_0.005
0.91
osm_catering_points_in_0.005
0.90
osm_healthcare_points_in_0.01
0.88
osm_offices_points_in_0.01
0.88
osm_finance_points_in_0.01
0.87
osm_offices_points_in_0.0075
0.87
osm_healthcare_points_in_0.0075
0.86
osm_finance_points_in_0.0075
0.85

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
region
0.44
osm_finance_points_in_0.001
0.34
realty_type
0.14
date
0.07
price_type
0.05
MOST FREQUENT VALUES
0
10,981
3.9%
1
6,075
2.2%
2
4,676
1.7%
5
4,431
1.6%
3
4,260
1.5%
6
4,141
1.5%
4
4,081
1.5%
7
3,552
1.3%
8
3,440
1.2%
14
3,299
1.2%
11
3,285
1.2%
9
3,228
1.2%
10
3,114
1.1%
13
3,027
1.1%
12
2,980
1.1%
SMALLEST VALUES
0
10,981
3.9%
1
6,075
2.2%
2
4,676
1.7%
3
4,260
1.5%
4
4,081
1.5%
5
4,431
1.6%
6
4,141
1.5%
7
3,552
1.3%
8
3,440
1.2%
9
3,228
1.2%
10
3,114
1.1%
11
3,285
1.2%
12
2,980
1.1%
13
3,027
1.1%
14
3,299
1.2%
LARGEST VALUES
851
1
<0.1%
850
2
<0.1%
848
1
<0.1%
847
6
<0.1%
846
1
<0.1%
839
2
<0.1%
836
1
<0.1%
834
4
<0.1%
833
1
<0.1%
827
1
<0.1%
826
4
<0.1%
823
3
<0.1%
819
1
<0.1%
818
6
<0.1%
817
2
<0.1%
osm_amenity_points_in_0.01
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
osm_amenity_points_in_0.0075
0.99
osm_shops_points_in_0.01
0.97
osm_catering_points_in_0.01
0.96
osm_shops_points_in_0.0075
0.94
osm_catering_points_in_0.0075
0.94
osm_amenity_points_in_0.005
0.93
osm_healthcare_points_in_0.01
0.90
osm_offices_points_in_0.01
0.90
osm_finance_points_in_0.01
0.87
osm_offices_points_in_0.0075
0.87
osm_shops_points_in_0.005
0.87
osm_catering_points_in_0.005
0.87
osm_healthcare_points_in_0.0075
0.86
osm_finance_points_in_0.0075
0.83

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
region
0.46
osm_finance_points_in_0.001
0.32
realty_type
0.14
date
0.07
price_type
0.05
MOST FREQUENT VALUES
0
7,492
2.7%
1
4,462
1.6%
2
4,156
1.5%
3
3,040
1.1%
4
2,898
1.0%
7
2,728
1.0%
5
2,452
0.9%
6
2,451
0.9%
19
2,385
0.9%
11
2,357
0.8%
8
2,356
0.8%
9
2,265
0.8%
10
2,234
0.8%
12
2,207
0.8%
14
2,153
0.8%
SMALLEST VALUES
0
7,492
2.7%
1
4,462
1.6%
2
4,156
1.5%
3
3,040
1.1%
4
2,898
1.0%
5
2,452
0.9%
6
2,451
0.9%
7
2,728
1.0%
8
2,356
0.8%
9
2,265
0.8%
10
2,234
0.8%
11
2,357
0.8%
12
2,207
0.8%
13
2,067
0.7%
14
2,153
0.8%
LARGEST VALUES
1392
2
<0.1%
1391
2
<0.1%
1390
2
<0.1%
1387
2
<0.1%
1384
2
<0.1%
1381
2
<0.1%
1380
3
<0.1%
1378
3
<0.1%
1375
1
<0.1%
1373
1
<0.1%
1370
7
<0.1%
1360
2
<0.1%
1355
1
<0.1%
1354
1
<0.1%
1351
2
<0.1%
osm_building_points_in_0.001
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
osm_building_points_in_0.005
0.63
osm_building_points_in_0.0075
0.52
osm_building_points_in_0.01
0.44
lat
-0.09
osm_shops_points_in_0.001
0.06
osm_amenity_points_in_0.001
0.05
lng
-0.04
per_square_meter_price
0.04
osm_healthcare_points_in_0.005
0.04
osm_crossing_points_in_0.001
0.04
osm_shops_points_in_0.005
0.04
osm_healthcare_points_in_0.0075
0.04
osm_offices_points_in_0.0075
0.04
osm_transport_stop_points_in_0.005
0.04

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
region
0.15
realty_type
0.03
osm_finance_points_in_0.001
0.02
date
0.02
price_type
0.01
MOST FREQUENT VALUES
0
273,479
97.7%
1
4,750
1.7%
2
908
0.3%
3
245
<0.1%
4
133
<0.1%
9
62
<0.1%
5
40
<0.1%
6
33
<0.1%
7
29
<0.1%
8
23
<0.1%
10
19
<0.1%
16
14
<0.1%
11
9
<0.1%
12
8
<0.1%
14
8
<0.1%
SMALLEST VALUES
0
273,479
97.7%
1
4,750
1.7%
2
908
0.3%
3
245
<0.1%
4
133
<0.1%
5
40
<0.1%
6
33
<0.1%
7
29
<0.1%
8
23
<0.1%
9
62
<0.1%
10
19
<0.1%
11
9
<0.1%
12
8
<0.1%
13
8
<0.1%
14
8
<0.1%
LARGEST VALUES
30
1
<0.1%
27
1
<0.1%
23
4
<0.1%
21
3
<0.1%
20
1
<0.1%
19
3
<0.1%
18
3
<0.1%
17
6
<0.1%
16
14
<0.1%
15
2
<0.1%
14
8
<0.1%
13
8
<0.1%
12
8
<0.1%
11
9
<0.1%
10
19
<0.1%
osm_building_points_in_0.005
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
osm_building_points_in_0.0075
0.93
osm_building_points_in_0.01
0.81
osm_building_points_in_0.001
0.63
lat
-0.14
lng
-0.06
osm_finance_points_in_0.0075
0.05
osm_catering_points_in_0.0075
0.05
osm_catering_points_in_0.01
0.05
osm_finance_points_in_0.005
0.05
osm_finance_points_in_0.01
0.05
osm_catering_points_in_0.005
0.05
osm_amenity_points_in_0.005
0.04
osm_healthcare_points_in_0.0075
0.04
osm_amenity_points_in_0.0075
0.04

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
region
0.23
realty_type
0.03
osm_finance_points_in_0.001
0.02
date
0.02
price_type
0.01
MOST FREQUENT VALUES
0
220,224
78.7%
1
29,967
10.7%
2
10,614
3.8%
3
5,975
2.1%
4
4,150
1.5%
5
1,906
0.7%
6
1,422
0.5%
7
1,156
0.4%
8
695
0.2%
10
472
0.2%
11
300
0.1%
9
282
0.1%
16
202
<0.1%
12
184
<0.1%
15
131
<0.1%
SMALLEST VALUES
0
220,224
78.7%
1
29,967
10.7%
2
10,614
3.8%
3
5,975
2.1%
4
4,150
1.5%
5
1,906
0.7%
6
1,422
0.5%
7
1,156
0.4%
8
695
0.2%
9
282
0.1%
10
472
0.2%
11
300
0.1%
12
184
<0.1%
13
125
<0.1%
14
102
<0.1%
LARGEST VALUES
586
1
<0.1%
541
2
<0.1%
389
2
<0.1%
347
1
<0.1%
328
3
<0.1%
311
1
<0.1%
308
1
<0.1%
295
2
<0.1%
291
1
<0.1%
289
6
<0.1%
281
1
<0.1%
278
1
<0.1%
277
1
<0.1%
275
1
<0.1%
266
2
<0.1%
osm_building_points_in_0.0075
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
osm_building_points_in_0.01
0.94
osm_building_points_in_0.005
0.93
osm_building_points_in_0.001
0.52
lat
-0.16
lng
-0.06
osm_catering_points_in_0.01
0.05
osm_catering_points_in_0.0075
0.05
osm_finance_points_in_0.01
0.04
osm_finance_points_in_0.0075
0.04
osm_catering_points_in_0.005
0.04
osm_amenity_points_in_0.01
0.04
osm_amenity_points_in_0.0075
0.04
osm_hotels_points_in_0.01
0.04
osm_finance_points_in_0.005
0.04

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
region
0.26
realty_type
0.02
date
0.02
osm_finance_points_in_0.001
0.02
price_type
0.01
MOST FREQUENT VALUES
0
188,937
67.5%
1
37,542
13.4%
2
16,330
5.8%
4
7,390
2.6%
3
7,302
2.6%
5
4,612
1.6%
6
3,629
1.3%
7
2,754
1.0%
8
1,820
0.7%
9
1,243
0.4%
11
1,097
0.4%
10
1,044
0.4%
12
691
0.2%
13
387
0.1%
16
312
0.1%
SMALLEST VALUES
0
188,937
67.5%
1
37,542
13.4%
2
16,330
5.8%
3
7,302
2.6%
4
7,390
2.6%
5
4,612
1.6%
6
3,629
1.3%
7
2,754
1.0%
8
1,820
0.7%
9
1,243
0.4%
10
1,044
0.4%
11
1,097
0.4%
12
691
0.2%
13
387
0.1%
14
220
<0.1%
LARGEST VALUES
949
1
<0.1%
937
2
<0.1%
792
1
<0.1%
761
1
<0.1%
730
4
<0.1%
696
1
<0.1%
685
1
<0.1%
602
2
<0.1%
598
2
<0.1%
584
1
<0.1%
562
1
<0.1%
561
1
<0.1%
558
1
<0.1%
533
3
<0.1%
507
1
<0.1%
osm_building_points_in_0.01
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
osm_building_points_in_0.0075
0.94
osm_building_points_in_0.005
0.81
osm_building_points_in_0.001
0.44
lat
-0.19
lng
-0.07
osm_subway_closest_dist
0.05
osm_catering_points_in_0.01
0.04
osm_catering_points_in_0.0075
0.04
osm_finance_points_in_0.01
0.04
osm_catering_points_in_0.005
0.04
osm_amenity_points_in_0.01
0.04
osm_transport_stop_points_in_0.01
0.04
reform_count_of_houses_1000
0.04
osm_finance_points_in_0.0075
0.04

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
region
0.29
realty_type
0.03
date
0.02
osm_finance_points_in_0.001
0.01
price_type
0.01
MOST FREQUENT VALUES
0
164,807
58.9%
1
40,638
14.5%
2
20,802
7.4%
3
9,866
3.5%
4
7,425
2.7%
5
5,728
2.0%
6
5,143
1.8%
7
3,307
1.2%
8
3,075
1.1%
9
2,337
0.8%
11
2,151
0.8%
10
2,027
0.7%
12
1,878
0.7%
13
1,245
0.4%
14
1,062
0.4%
SMALLEST VALUES
0
164,807
58.9%
1
40,638
14.5%
2
20,802
7.4%
3
9,866
3.5%
4
7,425
2.7%
5
5,728
2.0%
6
5,143
1.8%
7
3,307
1.2%
8
3,075
1.1%
9
2,337
0.8%
10
2,027
0.7%
11
2,151
0.8%
12
1,878
0.7%
13
1,245
0.4%
14
1,062
0.4%
LARGEST VALUES
1162
1
<0.1%
1157
1
<0.1%
1154
1
<0.1%
1153
1
<0.1%
1125
4
<0.1%
1111
2
<0.1%
1106
1
<0.1%
843
2
<0.1%
830
1
<0.1%
815
1
<0.1%
807
2
<0.1%
785
1
<0.1%
775
1
<0.1%
723
1
<0.1%
713
3
<0.1%
osm_catering_points_in_0.001
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
osm_amenity_points_in_0.001
0.81
osm_catering_points_in_0.005
0.73
osm_amenity_points_in_0.005
0.65
osm_catering_points_in_0.0075
0.64
osm_amenity_points_in_0.0075
0.58
osm_shops_points_in_0.001
0.58
osm_shops_points_in_0.005
0.58
osm_catering_points_in_0.01
0.58
osm_amenity_points_in_0.01
0.55
osm_shops_points_in_0.0075
0.54
osm_offices_points_in_0.005
0.52
osm_shops_points_in_0.01
0.52
osm_finance_points_in_0.005
0.51
osm_finance_points_in_0.01
0.50

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
osm_finance_points_in_0.001
0.36
region
0.30
realty_type
0.13
date
0.06
price_type
0.03
MOST FREQUENT VALUES
0
211,258
75.5%
1
35,989
12.9%
2
13,039
4.7%
3
6,579
2.4%
4
3,771
1.3%
5
2,398
0.9%
6
1,209
0.4%
10
1,187
0.4%
7
967
0.3%
9
797
0.3%
8
738
0.3%
11
697
0.2%
13
445
0.2%
12
206
<0.1%
14
200
<0.1%
SMALLEST VALUES
0
211,258
75.5%
1
35,989
12.9%
2
13,039
4.7%
3
6,579
2.4%
4
3,771
1.3%
5
2,398
0.9%
6
1,209
0.4%
7
967
0.3%
8
738
0.3%
9
797
0.3%
10
1,187
0.4%
11
697
0.2%
12
206
<0.1%
13
445
0.2%
14
200
<0.1%
LARGEST VALUES
23
3
<0.1%
22
2
<0.1%
21
6
<0.1%
20
14
<0.1%
19
53
<0.1%
18
50
<0.1%
17
48
<0.1%
16
54
<0.1%
15
82
<0.1%
14
200
<0.1%
13
445
0.2%
12
206
<0.1%
11
697
0.2%
10
1,187
0.4%
9
797
0.3%
osm_catering_points_in_0.005
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
osm_catering_points_in_0.0075
0.95
osm_amenity_points_in_0.005
0.93
osm_catering_points_in_0.01
0.90
osm_amenity_points_in_0.0075
0.90
osm_amenity_points_in_0.01
0.87
osm_shops_points_in_0.005
0.84
osm_shops_points_in_0.0075
0.83
osm_shops_points_in_0.01
0.82
osm_finance_points_in_0.01
0.78
osm_offices_points_in_0.0075
0.78
osm_offices_points_in_0.005
0.77
osm_offices_points_in_0.01
0.77
osm_finance_points_in_0.0075
0.77
osm_hotels_points_in_0.01
0.75

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
region
0.39
osm_finance_points_in_0.001
0.36
realty_type
0.15
date
0.07
price_type
0.05
MOST FREQUENT VALUES
0
78,425
28.0%
1
38,600
13.8%
2
26,900
9.6%
3
19,120
6.8%
4
15,500
5.5%
5
11,616
4.2%
6
9,191
3.3%
7
8,003
2.9%
8
5,977
2.1%
9
5,256
1.9%
10
4,978
1.8%
11
3,516
1.3%
12
3,144
1.1%
13
2,885
1.0%
15
2,704
1.0%
SMALLEST VALUES
0
78,425
28.0%
1
38,600
13.8%
2
26,900
9.6%
3
19,120
6.8%
4
15,500
5.5%
5
11,616
4.2%
6
9,191
3.3%
7
8,003
2.9%
8
5,977
2.1%
9
5,256
1.9%
10
4,978
1.8%
11
3,516
1.3%
12
3,144
1.1%
13
2,885
1.0%
14
2,630
0.9%
LARGEST VALUES
169
1
<0.1%
165
1
<0.1%
163
2
<0.1%
162
2
<0.1%
161
1
<0.1%
160
2
<0.1%
159
3
<0.1%
158
3
<0.1%
157
6
<0.1%
156
3
<0.1%
155
7
<0.1%
154
6
<0.1%
153
3
<0.1%
152
2
<0.1%
150
3
<0.1%
osm_catering_points_in_0.0075
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
osm_catering_points_in_0.01
0.98
osm_catering_points_in_0.005
0.95
osm_amenity_points_in_0.0075
0.95
osm_amenity_points_in_0.01
0.94
osm_amenity_points_in_0.005
0.92
osm_shops_points_in_0.01
0.89
osm_shops_points_in_0.0075
0.88
osm_offices_points_in_0.01
0.85
osm_offices_points_in_0.0075
0.84
osm_hotels_points_in_0.01
0.83
osm_finance_points_in_0.01
0.83
osm_shops_points_in_0.005
0.83
osm_hotels_points_in_0.0075
0.82
osm_healthcare_points_in_0.01
0.81

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
region
0.41
osm_finance_points_in_0.001
0.33
realty_type
0.14
date
0.07
price_type
0.06
MOST FREQUENT VALUES
0
51,340
18.3%
1
27,678
9.9%
2
20,579
7.4%
3
16,615
5.9%
4
14,664
5.2%
5
12,162
4.3%
6
11,570
4.1%
7
9,393
3.4%
8
7,868
2.8%
9
7,166
2.6%
10
6,353
2.3%
11
5,426
1.9%
12
5,125
1.8%
13
4,276
1.5%
14
4,050
1.4%
SMALLEST VALUES
0
51,340
18.3%
1
27,678
9.9%
2
20,579
7.4%
3
16,615
5.9%
4
14,664
5.2%
5
12,162
4.3%
6
11,570
4.1%
7
9,393
3.4%
8
7,868
2.8%
9
7,166
2.6%
10
6,353
2.3%
11
5,426
1.9%
12
5,125
1.8%
13
4,276
1.5%
14
4,050
1.4%
LARGEST VALUES
323
1
<0.1%
319
1
<0.1%
318
1
<0.1%
316
13
<0.1%
314
2
<0.1%
312
1
<0.1%
311
1
<0.1%
310
2
<0.1%
309
1
<0.1%
308
1
<0.1%
305
5
<0.1%
300
2
<0.1%
299
2
<0.1%
298
1
<0.1%
297
3
<0.1%
osm_catering_points_in_0.01
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
osm_catering_points_in_0.0075
0.98
osm_amenity_points_in_0.01
0.96
osm_amenity_points_in_0.0075
0.94
osm_catering_points_in_0.005
0.90
osm_shops_points_in_0.01
0.90
osm_amenity_points_in_0.005
0.89
osm_offices_points_in_0.01
0.87
osm_shops_points_in_0.0075
0.87
osm_hotels_points_in_0.01
0.86
osm_offices_points_in_0.0075
0.85
osm_healthcare_points_in_0.01
0.84
osm_hotels_points_in_0.0075
0.84
osm_finance_points_in_0.01
0.83
osm_healthcare_points_in_0.0075
0.80

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
region
0.42
osm_finance_points_in_0.001
0.30
realty_type
0.13
date
0.07
price_type
0.05
MOST FREQUENT VALUES
0
37,470
13.4%
1
20,378
7.3%
2
15,580
5.6%
3
13,592
4.9%
4
12,156
4.3%
6
10,491
3.7%
5
10,408
3.7%
7
9,604
3.4%
8
8,060
2.9%
9
7,330
2.6%
11
6,062
2.2%
10
5,838
2.1%
12
5,453
1.9%
13
4,805
1.7%
15
4,470
1.6%
SMALLEST VALUES
0
37,470
13.4%
1
20,378
7.3%
2
15,580
5.6%
3
13,592
4.9%
4
12,156
4.3%
5
10,408
3.7%
6
10,491
3.7%
7
9,604
3.4%
8
8,060
2.9%
9
7,330
2.6%
10
5,838
2.1%
11
6,062
2.2%
12
5,453
1.9%
13
4,805
1.7%
14
4,360
1.6%
LARGEST VALUES
519
2
<0.1%
517
2
<0.1%
516
1
<0.1%
515
4
<0.1%
514
4
<0.1%
513
1
<0.1%
511
1
<0.1%
510
1
<0.1%
509
2
<0.1%
508
2
<0.1%
507
1
<0.1%
506
4
<0.1%
504
1
<0.1%
502
1
<0.1%
501
4
<0.1%
osm_city_closest_dist
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
osm_train_stop_closest_dist
0.42
osm_transport_stop_points_in_0.01
-0.31
osm_transport_stop_closest_dist
0.29
osm_transport_stop_points_in_0.0075
-0.29
reform_house_population_1000
-0.28
osm_crossing_closest_dist
0.27
osm_crossing_points_in_0.01
-0.25
osm_transport_stop_points_in_0.005
-0.24
osm_crossing_points_in_0.0075
-0.24
osm_subway_closest_dist
0.24
reform_house_population_500
-0.22
reform_count_of_houses_1000
-0.22
osm_crossing_points_in_0.005
-0.22
reform_mean_floor_count_1000
-0.21

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
region
0.31
realty_type
0.10
osm_finance_points_in_0.001
0.06
date
0.04
price_type
0.03
MOST FREQUENT VALUES
5.034882824844301
856
0.3%
13.904989871060796
526
0.2%
14.646137813686142
436
0.2%
4.827417728100653
367
0.1%
4.92302265253866
336
0.1%
9.278977587166844
329
0.1%
4.842951342529148
324
0.1%
12.152805225720757
256
<0.1%
16.23574611366174
250
<0.1%
15.199485693219836
220
<0.1%
4.845880811067448
205
<0.1%
4.7957786829010365
176
<0.1%
9.124291322310931
172
<0.1%
3.4991012466801297
172
<0.1%
15.230794669412374
160
<0.1%
SMALLEST VALUES
0.0008020670577515
2
<0.1%
0.0010979023803036
2
<0.1%
0.0014195941144735
1
<0.1%
0.0035065827308905
6
<0.1%
0.0035155131798989
2
<0.1%
0.0036750874887322
4
<0.1%
0.0041615094079644
1
<0.1%
0.004342952919041
2
<0.1%
0.0046751813899193
3
<0.1%
0.0047864795452279
4
<0.1%
0.0056775565371089
1
<0.1%
0.0058999325396324
1
<0.1%
0.0059703616497624
7
<0.1%
0.0062480109213838
2
<0.1%
0.0062512748823044
12
<0.1%
LARGEST VALUES
1107.8108060424609
1
<0.1%
698.3220640537244
1
<0.1%
662.1820569222089
2
<0.1%
662.0532559406332
2
<0.1%
661.1253333033513
1
<0.1%
658.9412536682797
1
<0.1%
649.0894806777811
1
<0.1%
648.8386186840222
1
<0.1%
648.7233764704333
1
<0.1%
648.5793912739323
1
<0.1%
648.4085883257441
1
<0.1%
648.2544817293788
1
<0.1%
648.2544817293774
1
<0.1%
517.9310553107282
1
<0.1%
517.7558589265728
2
<0.1%
osm_city_nearest_name
MISSING:
---
36,899
13%
-
-
Москва
18,925
7%
-
-
Санкт-Петербург
14,630
5%
-
-
Краснодар
9,493
3%
-
-
Екатеринбург
7,070
3%
-
-
Челябинск
6,743
2%
-
-
Новосибирск
6,579
2%
-
-
Самара
6,529
2%
-
-
Казань
6,396
2%
-
-
Тюмень
6,108
2%
-
-
Подольск
5,543
2%
-
-
Нижний Новгород
5,385
2%
-
-
Уфа
5,176
2%
-
-
Ростов-на-Дону
4,744
2%
-
-
Пермь
4,525
2%
-
-
Воронеж
4,512
2%
-
-
Красноярск
4,426
2%
-
-
Люберцы
4,136
1%
-
-
Новороссийск
3,896
1%
-
-
Химки
3,637
1%
-
-
Калининград
3,238
1%
-
-
Ставрополь
3,128
1%
-
-
Саратов
3,030
1%
-
-
Одинцово
2,836
1%
-
-
Долгопрудный
2,829
1%
-
-
Иркутск
2,658
<1%
-
-
Сочи
2,604
<1%
-
-
Волгоград
2,575
<1%
-
-
Омск
2,554
<1%
-
-
Красногорск
2,455
<1%
-
-
Барнаул
2,447
<1%
-
-
Мытищи
2,215
<1%
-
-
Ижевск
2,131
<1%
-
-
Кемерово
2,009
<1%
-
-
Белгород
1,987
<1%
-
-
Пенза
1,850
<1%
-
-
Киров
1,817
<1%
-
-
Ярославль
1,739
<1%
-
-
Брянск
1,721
<1%
-
-
Иваново
1,709
<1%
-
-
Ульяновск
1,622
<1%
-
-
Тула
1,597
<1%
-
-
Тольятти
1,436
<1%
-
-
Смоленск
1,415
<1%
-
-
Новокузнецк
1,407
<1%
-
-
Сыктывкар
1,370
<1%
-
-
Томск
1,370
<1%
-
-
Зеленоград
1,366
<1%
-
-
Липецк
1,357
<1%
-
-
Колпино
1,303
<1%
-
-
Нижний Тагил
1,257
<1%
-
-
Сургут
1,249
<1%
-
-
Пятигорск
1,246
<1%
-
-
Набережные Челны
1,239
<1%
-
-
Кострома
1,125
<1%
-
-
Балашиха
1,124
<1%
-
-
Королёв
1,113
<1%
-
-
Орёл
1,080
<1%
-
-
Пушкин
1,057
<1%
-
-
Альметьевск
1,057
<1%
-
-
Домодедово
41,118
15%
-
-
(Other)
osm_city_nearest_population
MISSING:
55
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
osm_leisure_points_in_0.01
0.56
per_square_meter_price
0.55
osm_healthcare_points_in_0.01
0.52
osm_amenity_points_in_0.01
0.52
osm_transport_stop_points_in_0.01
0.51
osm_catering_points_in_0.01
0.50
osm_leisure_points_in_0.0075
0.50
osm_amenity_points_in_0.0075
0.50
osm_offices_points_in_0.01
0.49
osm_crossing_points_in_0.01
0.49
osm_healthcare_points_in_0.0075
0.49
osm_catering_points_in_0.0075
0.49
osm_shops_points_in_0.01
0.48
osm_offices_points_in_0.0075
0.47

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
region
0.76
osm_finance_points_in_0.001
0.17
realty_type
0.16
date
0.11
price_type
0.04
MOST FREQUENT VALUES
12630289.0
36,899
13.2%
5381736.0
18,925
6.8%
1405000.0
14,630
5.2%
1468833.0
9,493
3.4%
1196680.0
7,070
2.5%
1625600.0
6,743
2.4%
1156644.0
6,579
2.4%
1251969.0
6,529
2.3%
744554.0
6,396
2.3%
223896.0
6,108
2.2%
1252236.0
5,543
2.0%
1128787.0
5,385
1.9%
1114806.0
5,176
1.9%
1055397.0
4,744
1.7%
1023570.0
4,525
1.6%
SMALLEST VALUES
44389.0
184
<0.1%
51186.0
55
<0.1%
51358.0
159
<0.1%
52292.0
66
<0.1%
63845.0
47
<0.1%
65801.0
125
<0.1%
74134.0
281
0.1%
92602.0
129
<0.1%
92782.0
3
<0.1%
93628.0
181
<0.1%
93824.0
337
0.1%
96514.0
9
<0.1%
97366.0
415
0.1%
97910.0
144
<0.1%
98063.0
297
0.1%
LARGEST VALUES
12630289.0
36,899
13.2%
5381736.0
18,925
6.8%
1625600.0
6,743
2.4%
1468833.0
9,493
3.4%
1405000.0
14,630
5.2%
1252236.0
5,543
2.0%
1251969.0
6,529
2.3%
1196680.0
7,070
2.5%
1164815.0
2,575
0.9%
1156644.0
6,579
2.4%
1128787.0
5,385
1.9%
1114806.0
5,176
1.9%
1095286.0
4,512
1.6%
1055397.0
4,744
1.7%
1023570.0
4,525
1.6%
osm_crossing_closest_dist
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
osm_transport_stop_closest_dist
0.80
osm_city_closest_dist
0.27
osm_train_stop_closest_dist
0.25
osm_transport_stop_points_in_0.01
-0.12
osm_transport_stop_points_in_0.0075
-0.12
reform_house_population_1000
-0.12
osm_transport_stop_points_in_0.005
-0.11
osm_crossing_points_in_0.01
-0.10
osm_crossing_points_in_0.0075
-0.10
reform_count_of_houses_1000
-0.10
reform_mean_floor_count_1000
-0.10
osm_crossing_points_in_0.005
-0.10
reform_house_population_500
-0.09
reform_count_of_houses_500
-0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
region
0.10
realty_type
0.03
osm_finance_points_in_0.001
0.03
date
0.02
price_type
0.01
MOST FREQUENT VALUES
0.0798323615037964
856
0.3%
0.4804944270973261
526
0.2%
0.2640917497561628
436
0.2%
0.0573100989291478
367
0.1%
0.0891821986192072
336
0.1%
0.0918998212252621
329
0.1%
0.0610872396741055
324
0.1%
0.4468643321658577
256
<0.1%
0.0582116742034361
250
<0.1%
0.7623320680533671
220
<0.1%
0.0829260197650099
205
<0.1%
0.0520104907483856
176
<0.1%
0.0900653700184756
172
<0.1%
0.1214984661959312
172
<0.1%
0.6307630905298568
160
<0.1%
SMALLEST VALUES
0.0002228748213252
1
<0.1%
0.0002670887719185
2
<0.1%
0.0004142537110715
1
<0.1%
0.0004322411241254
1
<0.1%
0.000456104864389
1
<0.1%
0.0005005705981097
1
<0.1%
0.0005036606383322
1
<0.1%
0.0005926064116654
1
<0.1%
0.0006731516749937
1
<0.1%
0.0007037585867834
1
<0.1%
0.0008242576640482
2
<0.1%
0.0008343080989612
1
<0.1%
0.0009433619932779
4
<0.1%
0.0009684494046168
1
<0.1%
0.0010168987930582
2
<0.1%
LARGEST VALUES
1072.6605332282918
1
<0.1%
381.7703893500306
1
<0.1%
381.7702742592971
1
<0.1%
370.6332144746272
2
<0.1%
369.9911211842268
2
<0.1%
318.66563149920023
2
<0.1%
267.88809604878645
1
<0.1%
219.2377079213496
1
<0.1%
219.2377079213481
1
<0.1%
218.6768992982888
2
<0.1%
195.3301304213681
1
<0.1%
187.9651759233812
1
<0.1%
163.39505462016018
1
<0.1%
155.55544835620432
1
<0.1%
129.28204843924985
1
<0.1%
osm_crossing_points_in_0.001
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
osm_crossing_points_in_0.005
0.52
osm_crossing_points_in_0.0075
0.48
osm_crossing_points_in_0.01
0.46
osm_amenity_points_in_0.005
0.35
osm_amenity_points_in_0.0075
0.35
osm_amenity_points_in_0.01
0.35
osm_finance_points_in_0.01
0.34
osm_amenity_points_in_0.001
0.34
osm_finance_points_in_0.0075
0.34
osm_shops_points_in_0.01
0.33
osm_shops_points_in_0.0075
0.33
osm_shops_points_in_0.005
0.33
osm_finance_points_in_0.005
0.32
osm_catering_points_in_0.0075
0.32

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
osm_finance_points_in_0.001
0.20
region
0.17
realty_type
0.08
date
0.03
price_type
0.02
MOST FREQUENT VALUES
0
189,497
67.7%
1
37,862
13.5%
2
21,769
7.8%
3
13,180
4.7%
4
9,560
3.4%
5
3,885
1.4%
6
2,218
0.8%
7
895
0.3%
8
543
0.2%
9
200
<0.1%
10
91
<0.1%
11
66
<0.1%
13
10
<0.1%
12
8
<0.1%
14
6
<0.1%
SMALLEST VALUES
0
189,497
67.7%
1
37,862
13.5%
2
21,769
7.8%
3
13,180
4.7%
4
9,560
3.4%
5
3,885
1.4%
6
2,218
0.8%
7
895
0.3%
8
543
0.2%
9
200
<0.1%
10
91
<0.1%
11
66
<0.1%
12
8
<0.1%
13
10
<0.1%
14
6
<0.1%
LARGEST VALUES
19
1
<0.1%
16
1
<0.1%
14
6
<0.1%
13
10
<0.1%
12
8
<0.1%
11
66
<0.1%
10
91
<0.1%
9
200
<0.1%
8
543
0.2%
7
895
0.3%
6
2,218
0.8%
5
3,885
1.4%
4
9,560
3.4%
3
13,180
4.7%
2
21,769
7.8%
osm_crossing_points_in_0.005
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
osm_crossing_points_in_0.0075
0.95
osm_crossing_points_in_0.01
0.91
osm_amenity_points_in_0.0075
0.73
osm_amenity_points_in_0.005
0.73
osm_amenity_points_in_0.01
0.73
osm_finance_points_in_0.01
0.70
osm_shops_points_in_0.01
0.69
osm_finance_points_in_0.0075
0.69
osm_shops_points_in_0.0075
0.69
osm_catering_points_in_0.0075
0.68
osm_catering_points_in_0.01
0.68
osm_shops_points_in_0.005
0.67
osm_catering_points_in_0.005
0.66
osm_finance_points_in_0.005
0.65

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
region
0.37
osm_finance_points_in_0.001
0.30
realty_type
0.15
date
0.06
price_type
0.03
MOST FREQUENT VALUES
0
39,970
14.3%
1
15,089
5.4%
2
13,832
4.9%
4
11,463
4.1%
3
11,432
4.1%
5
10,661
3.8%
6
10,243
3.7%
8
9,458
3.4%
7
9,458
3.4%
10
8,976
3.2%
9
7,916
2.8%
11
7,905
2.8%
12
7,883
2.8%
13
7,090
2.5%
14
7,081
2.5%
SMALLEST VALUES
0
39,970
14.3%
1
15,089
5.4%
2
13,832
4.9%
3
11,432
4.1%
4
11,463
4.1%
5
10,661
3.8%
6
10,243
3.7%
7
9,458
3.4%
8
9,458
3.4%
9
7,916
2.8%
10
8,976
3.2%
11
7,905
2.8%
12
7,883
2.8%
13
7,090
2.5%
14
7,081
2.5%
LARGEST VALUES
135
3
<0.1%
131
1
<0.1%
114
10
<0.1%
113
5
<0.1%
111
1
<0.1%
109
6
<0.1%
101
2
<0.1%
100
1
<0.1%
99
6
<0.1%
98
1
<0.1%
97
2
<0.1%
96
14
<0.1%
95
9
<0.1%
94
25
<0.1%
93
26
<0.1%
osm_crossing_points_in_0.0075
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
osm_crossing_points_in_0.01
0.98
osm_crossing_points_in_0.005
0.95
osm_amenity_points_in_0.01
0.79
osm_amenity_points_in_0.0075
0.79
osm_amenity_points_in_0.005
0.76
osm_finance_points_in_0.01
0.76
osm_shops_points_in_0.01
0.75
osm_shops_points_in_0.0075
0.74
osm_catering_points_in_0.01
0.74
osm_finance_points_in_0.0075
0.73
osm_catering_points_in_0.0075
0.73
osm_healthcare_points_in_0.01
0.72
osm_transport_stop_points_in_0.01
0.71
osm_offices_points_in_0.01
0.70

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
region
0.41
osm_finance_points_in_0.001
0.29
realty_type
0.16
date
0.06
price_type
0.03
MOST FREQUENT VALUES
0
24,759
8.8%
1
10,145
3.6%
2
8,942
3.2%
5
6,653
2.4%
4
6,383
2.3%
6
6,240
2.2%
8
6,095
2.2%
3
6,030
2.2%
9
5,891
2.1%
10
5,457
2.0%
7
5,392
1.9%
11
5,374
1.9%
12
5,038
1.8%
14
4,970
1.8%
18
4,886
1.7%
SMALLEST VALUES
0
24,759
8.8%
1
10,145
3.6%
2
8,942
3.2%
3
6,030
2.2%
4
6,383
2.3%
5
6,653
2.4%
6
6,240
2.2%
7
5,392
1.9%
8
6,095
2.2%
9
5,891
2.1%
10
5,457
2.0%
11
5,374
1.9%
12
5,038
1.8%
13
4,690
1.7%
14
4,970
1.8%
LARGEST VALUES
198
1
<0.1%
192
9
<0.1%
191
5
<0.1%
190
1
<0.1%
188
3
<0.1%
187
3
<0.1%
186
2
<0.1%
185
30
<0.1%
184
10
<0.1%
183
5
<0.1%
180
4
<0.1%
179
3
<0.1%
178
5
<0.1%
177
13
<0.1%
176
4
<0.1%
osm_crossing_points_in_0.01
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
osm_crossing_points_in_0.0075
0.98
osm_crossing_points_in_0.005
0.91
osm_amenity_points_in_0.01
0.83
osm_amenity_points_in_0.0075
0.81
osm_shops_points_in_0.01
0.79
osm_finance_points_in_0.01
0.78
osm_catering_points_in_0.01
0.77
osm_amenity_points_in_0.005
0.77
osm_shops_points_in_0.0075
0.76
osm_healthcare_points_in_0.01
0.76
osm_catering_points_in_0.0075
0.75
osm_finance_points_in_0.0075
0.74
osm_transport_stop_points_in_0.01
0.74
osm_offices_points_in_0.01
0.74

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
region
0.44
osm_finance_points_in_0.001
0.28
realty_type
0.16
date
0.07
price_type
0.03
MOST FREQUENT VALUES
0
18,199
6.5%
1
7,110
2.5%
2
6,370
2.3%
4
4,844
1.7%
3
4,702
1.7%
7
4,621
1.7%
5
4,402
1.6%
12
4,074
1.5%
10
4,017
1.4%
6
3,996
1.4%
8
3,877
1.4%
11
3,874
1.4%
14
3,593
1.3%
13
3,380
1.2%
9
3,310
1.2%
SMALLEST VALUES
0
18,199
6.5%
1
7,110
2.5%
2
6,370
2.3%
3
4,702
1.7%
4
4,844
1.7%
5
4,402
1.6%
6
3,996
1.4%
7
4,621
1.7%
8
3,877
1.4%
9
3,310
1.2%
10
4,017
1.4%
11
3,874
1.4%
12
4,074
1.5%
13
3,380
1.2%
14
3,593
1.3%
LARGEST VALUES
267
2
<0.1%
266
1
<0.1%
265
3
<0.1%
264
6
<0.1%
263
11
<0.1%
262
18
<0.1%
261
6
<0.1%
260
3
<0.1%
259
5
<0.1%
258
6
<0.1%
257
1
<0.1%
256
11
<0.1%
255
20
<0.1%
254
12
<0.1%
253
13
<0.1%
osm_culture_points_in_0.001
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
osm_culture_points_in_0.005
0.53
osm_culture_points_in_0.0075
0.47
osm_culture_points_in_0.01
0.43
osm_amenity_points_in_0.001
0.36
osm_catering_points_in_0.005
0.35
osm_catering_points_in_0.001
0.34
osm_amenity_points_in_0.005
0.34
osm_catering_points_in_0.0075
0.31
osm_amenity_points_in_0.0075
0.31
osm_amenity_points_in_0.01
0.30
osm_historic_points_in_0.01
0.30
osm_catering_points_in_0.01
0.30
osm_historic_points_in_0.0075
0.29
osm_historic_points_in_0.005
0.29

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
region
0.17
osm_finance_points_in_0.001
0.15
realty_type
0.07
date
0.02
price_type
0.02
MOST FREQUENT VALUES
0
265,293
94.8%
1
11,192
4.0%
2
1,853
0.7%
3
1,098
0.4%
4
146
<0.1%
5
106
<0.1%
6
54
<0.1%
7
15
<0.1%
8
15
<0.1%
12
6
<0.1%
13
6
<0.1%
9
3
<0.1%
11
2
<0.1%
16
1
<0.1%
20
1
<0.1%
SMALLEST VALUES
0
265,293
94.8%
1
11,192
4.0%
2
1,853
0.7%
3
1,098
0.4%
4
146
<0.1%
5
106
<0.1%
6
54
<0.1%
7
15
<0.1%
8
15
<0.1%
9
3
<0.1%
11
2
<0.1%
12
6
<0.1%
13
6
<0.1%
15
1
<0.1%
16
1
<0.1%
LARGEST VALUES
20
1
<0.1%
16
1
<0.1%
15
1
<0.1%
13
6
<0.1%
12
6
<0.1%
11
2
<0.1%
9
3
<0.1%
8
15
<0.1%
7
15
<0.1%
6
54
<0.1%
5
106
<0.1%
4
146
<0.1%
3
1,098
0.4%
2
1,853
0.7%
1
11,192
4.0%
osm_culture_points_in_0.005
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
osm_culture_points_in_0.0075
0.93
osm_culture_points_in_0.01
0.86
osm_historic_points_in_0.01
0.58
osm_historic_points_in_0.0075
0.57
osm_amenity_points_in_0.0075
0.57
osm_amenity_points_in_0.005
0.56
osm_amenity_points_in_0.01
0.55
osm_catering_points_in_0.0075
0.54
osm_historic_points_in_0.005
0.54
osm_catering_points_in_0.01
0.53
osm_catering_points_in_0.005
0.53
osm_culture_points_in_0.001
0.53
osm_crossing_points_in_0.01
0.49
osm_finance_points_in_0.01
0.48

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
region
0.28
osm_finance_points_in_0.001
0.19
realty_type
0.09
date
0.03
price_type
0.03
MOST FREQUENT VALUES
0
184,687
66.0%
1
37,136
13.3%
2
15,855
5.7%
3
9,003
3.2%
4
6,125
2.2%
5
4,318
1.5%
7
3,627
1.3%
8
3,485
1.2%
6
3,438
1.2%
9
1,912
0.7%
11
1,414
0.5%
10
1,134
0.4%
12
967
0.3%
15
816
0.3%
13
734
0.3%
SMALLEST VALUES
0
184,687
66.0%
1
37,136
13.3%
2
15,855
5.7%
3
9,003
3.2%
4
6,125
2.2%
5
4,318
1.5%
6
3,438
1.2%
7
3,627
1.3%
8
3,485
1.2%
9
1,912
0.7%
10
1,134
0.4%
11
1,414
0.5%
12
967
0.3%
13
734
0.3%
14
611
0.2%
LARGEST VALUES
162
1
<0.1%
160
6
<0.1%
156
4
<0.1%
154
1
<0.1%
153
2
<0.1%
149
1
<0.1%
148
1
<0.1%
146
1
<0.1%
143
1
<0.1%
140
1
<0.1%
139
1
<0.1%
137
1
<0.1%
136
1
<0.1%
135
1
<0.1%
134
2
<0.1%
osm_culture_points_in_0.0075
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
osm_culture_points_in_0.01
0.96
osm_culture_points_in_0.005
0.93
osm_historic_points_in_0.01
0.64
osm_historic_points_in_0.0075
0.62
osm_amenity_points_in_0.0075
0.61
osm_amenity_points_in_0.01
0.61
osm_catering_points_in_0.01
0.58
osm_catering_points_in_0.0075
0.58
osm_amenity_points_in_0.005
0.58
osm_historic_points_in_0.005
0.56
osm_catering_points_in_0.005
0.55
osm_crossing_points_in_0.01
0.53
osm_finance_points_in_0.01
0.53
osm_crossing_points_in_0.0075
0.51

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
region
0.32
osm_finance_points_in_0.001
0.19
realty_type
0.10
date
0.04
price_type
0.03
MOST FREQUENT VALUES
0
146,406
52.3%
1
41,917
15.0%
2
21,874
7.8%
3
11,706
4.2%
4
9,213
3.3%
5
6,041
2.2%
6
4,986
1.8%
7
3,933
1.4%
8
3,848
1.4%
12
3,381
1.2%
9
2,566
0.9%
10
2,344
0.8%
11
1,986
0.7%
13
1,961
0.7%
14
1,877
0.7%
SMALLEST VALUES
0
146,406
52.3%
1
41,917
15.0%
2
21,874
7.8%
3
11,706
4.2%
4
9,213
3.3%
5
6,041
2.2%
6
4,986
1.8%
7
3,933
1.4%
8
3,848
1.4%
9
2,566
0.9%
10
2,344
0.8%
11
1,986
0.7%
12
3,381
1.2%
13
1,961
0.7%
14
1,877
0.7%
LARGEST VALUES
265
1
<0.1%
254
10
<0.1%
252
1
<0.1%
240
3
<0.1%
239
1
<0.1%
238
3
<0.1%
237
9
<0.1%
232
2
<0.1%
226
1
<0.1%
224
1
<0.1%
223
2
<0.1%
222
2
<0.1%
214
1
<0.1%
213
1
<0.1%
209
10
<0.1%
osm_culture_points_in_0.01
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
osm_culture_points_in_0.0075
0.96
osm_culture_points_in_0.005
0.86
osm_historic_points_in_0.01
0.68
osm_amenity_points_in_0.01
0.66
osm_historic_points_in_0.0075
0.65
osm_amenity_points_in_0.0075
0.65
osm_catering_points_in_0.01
0.63
osm_catering_points_in_0.0075
0.62
osm_amenity_points_in_0.005
0.61
osm_historic_points_in_0.005
0.59
osm_crossing_points_in_0.01
0.58
osm_catering_points_in_0.005
0.57
osm_finance_points_in_0.01
0.56
osm_crossing_points_in_0.0075
0.55

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
region
0.34
osm_finance_points_in_0.001
0.19
realty_type
0.10
date
0.04
price_type
0.04
MOST FREQUENT VALUES
0
119,092
42.6%
1
41,096
14.7%
2
25,495
9.1%
3
14,225
5.1%
4
9,765
3.5%
5
8,203
2.9%
6
6,067
2.2%
7
4,888
1.7%
8
4,178
1.5%
9
4,041
1.4%
10
3,700
1.3%
15
2,761
1.0%
11
2,718
1.0%
16
2,403
0.9%
12
2,211
0.8%
SMALLEST VALUES
0
119,092
42.6%
1
41,096
14.7%
2
25,495
9.1%
3
14,225
5.1%
4
9,765
3.5%
5
8,203
2.9%
6
6,067
2.2%
7
4,888
1.7%
8
4,178
1.5%
9
4,041
1.4%
10
3,700
1.3%
11
2,718
1.0%
12
2,211
0.8%
13
2,073
0.7%
14
2,005
0.7%
LARGEST VALUES
336
1
<0.1%
323
2
<0.1%
322
1
<0.1%
321
1
<0.1%
318
1
<0.1%
309
1
<0.1%
306
4
<0.1%
303
8
<0.1%
301
3
<0.1%
299
1
<0.1%
297
4
<0.1%
296
2
<0.1%
295
7
<0.1%
291
3
<0.1%
289
1
<0.1%
osm_finance_points_in_0.001
MISSING:
---
TOP CATEGORIES
per_square_meter_price
(avg)
0
247,754
89%
97k
1
25,644
9%
205k
2
4,591
2%
217k
3
1,353
<1%
264k
4
333
<1%
388k
5
102
<1%
500k
6
15
<1%
349k
ALL
279,792
100%
110k
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
osm_finance_points_in_0.001
PROVIDES INFORMATION ON...
realty_type
0.01
region
0.00
price_type
0.00
date
0.00

THESE FEATURES
GIVE INFORMATION
ON osm_finance_points_in_0.001:
region
0.03
realty_type
0.01
date
0.00
price_type
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
osm_finance_points_in_0.001
CORRELATION RATIO WITH...
osm_finance_points_in_0.005
0.48
osm_amenity_points_in_0.001
0.47
osm_finance_points_in_0.0075
0.42
osm_finance_points_in_0.01
0.39
osm_amenity_points_in_0.005
0.38
osm_shops_points_in_0.005
0.37
osm_catering_points_in_0.005
0.36
osm_catering_points_in_0.001
0.36
osm_shops_points_in_0.001
0.35
osm_amenity_points_in_0.0075
0.34
osm_shops_points_in_0.0075
0.34
osm_catering_points_in_0.0075
0.33
osm_amenity_points_in_0.01
0.32
osm_shops_points_in_0.01
0.32
osm_finance_points_in_0.005
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
osm_finance_points_in_0.0075
0.92
osm_finance_points_in_0.01
0.86
osm_amenity_points_in_0.005
0.80
osm_amenity_points_in_0.0075
0.77
osm_shops_points_in_0.005
0.75
osm_shops_points_in_0.0075
0.74
osm_catering_points_in_0.005
0.74
osm_amenity_points_in_0.01
0.73
osm_catering_points_in_0.0075
0.72
osm_shops_points_in_0.01
0.71
osm_catering_points_in_0.01
0.69
osm_crossing_points_in_0.0075
0.67
osm_offices_points_in_0.005
0.66
osm_crossing_points_in_0.01
0.66

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
osm_finance_points_in_0.001
0.48
region
0.31
realty_type
0.14
date
0.06
price_type
0.04
MOST FREQUENT VALUES
0
133,318
47.6%
1
50,060
17.9%
2
25,065
9.0%
3
17,051
6.1%
4
10,421
3.7%
5
9,244
3.3%
6
6,537
2.3%
7
4,930
1.8%
10
4,704
1.7%
8
4,593
1.6%
9
3,176
1.1%
11
2,751
1.0%
12
1,764
0.6%
13
1,663
0.6%
14
1,069
0.4%
SMALLEST VALUES
0
133,318
47.6%
1
50,060
17.9%
2
25,065
9.0%
3
17,051
6.1%
4
10,421
3.7%
5
9,244
3.3%
6
6,537
2.3%
7
4,930
1.8%
8
4,593
1.6%
9
3,176
1.1%
10
4,704
1.7%
11
2,751
1.0%
12
1,764
0.6%
13
1,663
0.6%
14
1,069
0.4%
LARGEST VALUES
28
16
<0.1%
27
13
<0.1%
26
28
<0.1%
25
32
<0.1%
24
45
<0.1%
23
56
<0.1%
22
100
<0.1%
21
137
<0.1%
20
159
<0.1%
19
298
0.1%
18
493
0.2%
17
477
0.2%
16
854
0.3%
15
738
0.3%
14
1,069
0.4%
osm_finance_points_in_0.0075
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
osm_finance_points_in_0.01
0.96
osm_finance_points_in_0.005
0.92
osm_amenity_points_in_0.0075
0.85
osm_amenity_points_in_0.01
0.83
osm_amenity_points_in_0.005
0.83
osm_shops_points_in_0.0075
0.81
osm_shops_points_in_0.01
0.80
osm_catering_points_in_0.0075
0.80
osm_catering_points_in_0.01
0.78
osm_catering_points_in_0.005
0.77
osm_shops_points_in_0.005
0.77
osm_crossing_points_in_0.01
0.74
osm_healthcare_points_in_0.01
0.74
osm_crossing_points_in_0.0075
0.73

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
osm_finance_points_in_0.001
0.42
region
0.35
realty_type
0.16
date
0.06
price_type
0.04
MOST FREQUENT VALUES
0
92,889
33.2%
1
47,655
17.0%
2
27,742
9.9%
3
20,834
7.4%
4
13,502
4.8%
5
11,323
4.0%
6
9,481
3.4%
7
7,186
2.6%
8
5,629
2.0%
10
5,545
2.0%
9
4,699
1.7%
11
3,683
1.3%
12
2,921
1.0%
13
2,602
0.9%
18
2,542
0.9%
SMALLEST VALUES
0
92,889
33.2%
1
47,655
17.0%
2
27,742
9.9%
3
20,834
7.4%
4
13,502
4.8%
5
11,323
4.0%
6
9,481
3.4%
7
7,186
2.6%
8
5,629
2.0%
9
4,699
1.7%
10
5,545
2.0%
11
3,683
1.3%
12
2,921
1.0%
13
2,602
0.9%
14
2,195
0.8%
LARGEST VALUES
42
4
<0.1%
40
22
<0.1%
39
12
<0.1%
38
81
<0.1%
37
118
<0.1%
36
165
<0.1%
35
126
<0.1%
34
182
<0.1%
33
214
<0.1%
32
250
<0.1%
31
272
<0.1%
30
467
0.2%
29
417
0.1%
28
590
0.2%
27
717
0.3%
osm_finance_points_in_0.01
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
osm_finance_points_in_0.0075
0.96
osm_amenity_points_in_0.01
0.87
osm_amenity_points_in_0.0075
0.87
osm_finance_points_in_0.005
0.86
osm_shops_points_in_0.01
0.84
osm_amenity_points_in_0.005
0.83
osm_catering_points_in_0.01
0.83
osm_catering_points_in_0.0075
0.83
osm_shops_points_in_0.0075
0.82
osm_healthcare_points_in_0.01
0.78
osm_crossing_points_in_0.01
0.78
osm_catering_points_in_0.005
0.78
osm_offices_points_in_0.01
0.77
osm_offices_points_in_0.0075
0.76

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
osm_finance_points_in_0.001
0.39
region
0.37
realty_type
0.17
date
0.06
price_type
0.04
MOST FREQUENT VALUES
0
69,505
24.8%
1
40,366
14.4%
2
26,165
9.4%
3
20,946
7.5%
4
16,196
5.8%
5
12,502
4.5%
6
11,120
4.0%
7
8,600
3.1%
8
7,334
2.6%
9
6,119
2.2%
11
5,852
2.1%
10
5,797
2.1%
12
4,187
1.5%
13
3,782
1.4%
14
3,045
1.1%
SMALLEST VALUES
0
69,505
24.8%
1
40,366
14.4%
2
26,165
9.4%
3
20,946
7.5%
4
16,196
5.8%
5
12,502
4.5%
6
11,120
4.0%
7
8,600
3.1%
8
7,334
2.6%
9
6,119
2.2%
10
5,797
2.1%
11
5,852
2.1%
12
4,187
1.5%
13
3,782
1.4%
14
3,045
1.1%
LARGEST VALUES
60
9
<0.1%
59
20
<0.1%
58
45
<0.1%
57
59
<0.1%
56
75
<0.1%
55
75
<0.1%
54
139
<0.1%
53
69
<0.1%
52
44
<0.1%
51
90
<0.1%
50
87
<0.1%
49
110
<0.1%
48
152
<0.1%
47
226
<0.1%
46
215
<0.1%
osm_healthcare_points_in_0.005
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
osm_healthcare_points_in_0.0075
0.93
osm_healthcare_points_in_0.01
0.89
osm_amenity_points_in_0.0075
0.79
osm_amenity_points_in_0.01
0.78
osm_shops_points_in_0.01
0.78
osm_shops_points_in_0.0075
0.77
osm_amenity_points_in_0.005
0.77
osm_shops_points_in_0.005
0.74
osm_offices_points_in_0.01
0.74
osm_offices_points_in_0.0075
0.73
osm_catering_points_in_0.01
0.72
osm_catering_points_in_0.0075
0.70
osm_offices_points_in_0.005
0.69
osm_finance_points_in_0.01
0.68

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
region
0.41
osm_finance_points_in_0.001
0.27
realty_type
0.08
date
0.07
price_type
0.02
MOST FREQUENT VALUES
0
122,621
43.8%
1
50,851
18.2%
2
33,763
12.1%
3
21,742
7.8%
4
13,270
4.7%
5
9,293
3.3%
6
6,443
2.3%
7
4,025
1.4%
8
3,581
1.3%
9
2,327
0.8%
10
1,827
0.7%
12
1,716
0.6%
11
1,656
0.6%
13
1,527
0.5%
14
964
0.3%
SMALLEST VALUES
0
122,621
43.8%
1
50,851
18.2%
2
33,763
12.1%
3
21,742
7.8%
4
13,270
4.7%
5
9,293
3.3%
6
6,443
2.3%
7
4,025
1.4%
8
3,581
1.3%
9
2,327
0.8%
10
1,827
0.7%
11
1,656
0.6%
12
1,716
0.6%
13
1,527
0.5%
14
964
0.3%
LARGEST VALUES
30
9
<0.1%
29
6
<0.1%
28
20
<0.1%
27
63
<0.1%
26
135
<0.1%
25
121
<0.1%
24
138
<0.1%
23
235
<0.1%
22
193
<0.1%
21
208
<0.1%
20
270
<0.1%
19
304
0.1%
18
379
0.1%
17
701
0.3%
16
623
0.2%
osm_healthcare_points_in_0.0075
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
osm_healthcare_points_in_0.01
0.97
osm_healthcare_points_in_0.005
0.93
osm_amenity_points_in_0.01
0.86
osm_shops_points_in_0.01
0.86
osm_amenity_points_in_0.0075
0.86
osm_shops_points_in_0.0075
0.84
osm_offices_points_in_0.01
0.81
osm_amenity_points_in_0.005
0.80
osm_catering_points_in_0.01
0.80
osm_offices_points_in_0.0075
0.79
osm_catering_points_in_0.0075
0.77
osm_shops_points_in_0.005
0.77
osm_finance_points_in_0.01
0.75
osm_offices_points_in_0.005
0.74

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
region
0.45
osm_finance_points_in_0.001
0.27
realty_type
0.10
date
0.07
price_type
0.02
MOST FREQUENT VALUES
0
83,430
29.8%
1
41,365
14.8%
2
32,213
11.5%
3
25,396
9.1%
4
18,502
6.6%
5
14,912
5.3%
6
10,378
3.7%
7
8,172
2.9%
8
7,250
2.6%
9
5,069
1.8%
10
4,309
1.5%
12
3,510
1.3%
11
3,346
1.2%
13
2,483
0.9%
14
2,144
0.8%
SMALLEST VALUES
0
83,430
29.8%
1
41,365
14.8%
2
32,213
11.5%
3
25,396
9.1%
4
18,502
6.6%
5
14,912
5.3%
6
10,378
3.7%
7
8,172
2.9%
8
7,250
2.6%
9
5,069
1.8%
10
4,309
1.5%
11
3,346
1.2%
12
3,510
1.3%
13
2,483
0.9%
14
2,144
0.8%
LARGEST VALUES
56
4
<0.1%
55
1
<0.1%
54
33
<0.1%
53
19
<0.1%
52
9
<0.1%
51
15
<0.1%
50
15
<0.1%
49
24
<0.1%
48
67
<0.1%
47
47
<0.1%
46
80
<0.1%
45
86
<0.1%
44
87
<0.1%
43
90
<0.1%
42
98
<0.1%
osm_healthcare_points_in_0.01
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
osm_healthcare_points_in_0.0075
0.97
osm_amenity_points_in_0.01
0.90
osm_shops_points_in_0.01
0.89
osm_healthcare_points_in_0.005
0.89
osm_amenity_points_in_0.0075
0.88
osm_shops_points_in_0.0075
0.85
osm_offices_points_in_0.01
0.85
osm_catering_points_in_0.01
0.84
osm_offices_points_in_0.0075
0.82
osm_amenity_points_in_0.005
0.82
osm_catering_points_in_0.0075
0.81
osm_finance_points_in_0.01
0.78
osm_shops_points_in_0.005
0.77
osm_crossing_points_in_0.01
0.76

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
region
0.48
osm_finance_points_in_0.001
0.27
realty_type
0.11
date
0.07
price_type
0.02
MOST FREQUENT VALUES
0
62,656
22.4%
1
30,938
11.1%
2
26,110
9.3%
3
23,317
8.3%
4
18,996
6.8%
5
16,831
6.0%
6
14,419
5.2%
7
9,992
3.6%
8
8,981
3.2%
9
8,115
2.9%
10
6,835
2.4%
11
5,688
2.0%
12
4,620
1.7%
13
3,685
1.3%
14
3,594
1.3%
SMALLEST VALUES
0
62,656
22.4%
1
30,938
11.1%
2
26,110
9.3%
3
23,317
8.3%
4
18,996
6.8%
5
16,831
6.0%
6
14,419
5.2%
7
9,992
3.6%
8
8,981
3.2%
9
8,115
2.9%
10
6,835
2.4%
11
5,688
2.0%
12
4,620
1.7%
13
3,685
1.3%
14
3,594
1.3%
LARGEST VALUES
78
1
<0.1%
77
7
<0.1%
76
6
<0.1%
74
18
<0.1%
73
16
<0.1%
72
42
<0.1%
71
49
<0.1%
70
55
<0.1%
69
84
<0.1%
68
61
<0.1%
67
76
<0.1%
66
93
<0.1%
65
122
<0.1%
64
62
<0.1%
63
105
<0.1%
osm_historic_points_in_0.005
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
osm_historic_points_in_0.0075
0.93
osm_historic_points_in_0.01
0.88
osm_amenity_points_in_0.01
0.67
osm_amenity_points_in_0.0075
0.66
osm_amenity_points_in_0.005
0.65
osm_catering_points_in_0.01
0.65
osm_catering_points_in_0.0075
0.63
osm_catering_points_in_0.005
0.59
osm_culture_points_in_0.01
0.59
osm_shops_points_in_0.01
0.58
osm_finance_points_in_0.01
0.58
osm_crossing_points_in_0.01
0.57
osm_offices_points_in_0.01
0.57
osm_healthcare_points_in_0.01
0.56

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
region
0.25
osm_finance_points_in_0.001
0.20
realty_type
0.09
date
0.04
price_type
0.02
MOST FREQUENT VALUES
0
162,419
58.0%
1
46,193
16.5%
2
21,417
7.7%
3
12,208
4.4%
4
8,501
3.0%
5
5,283
1.9%
6
4,631
1.7%
7
2,913
1.0%
8
2,536
0.9%
9
1,866
0.7%
10
1,557
0.6%
11
1,291
0.5%
12
1,072
0.4%
15
891
0.3%
13
876
0.3%
SMALLEST VALUES
0
162,419
58.0%
1
46,193
16.5%
2
21,417
7.7%
3
12,208
4.4%
4
8,501
3.0%
5
5,283
1.9%
6
4,631
1.7%
7
2,913
1.0%
8
2,536
0.9%
9
1,866
0.7%
10
1,557
0.6%
11
1,291
0.5%
12
1,072
0.4%
13
876
0.3%
14
778
0.3%
LARGEST VALUES
53
9
<0.1%
52
3
<0.1%
51
2
<0.1%
50
1
<0.1%
49
15
<0.1%
48
10
<0.1%
47
5
<0.1%
46
19
<0.1%
45
27
<0.1%
44
13
<0.1%
43
23
<0.1%
42
14
<0.1%
41
71
<0.1%
40
18
<0.1%
39
27
<0.1%
osm_historic_points_in_0.0075
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
osm_historic_points_in_0.01
0.97
osm_historic_points_in_0.005
0.93
osm_amenity_points_in_0.01
0.75
osm_amenity_points_in_0.0075
0.74
osm_catering_points_in_0.01
0.73
osm_catering_points_in_0.0075
0.71
osm_amenity_points_in_0.005
0.70
osm_culture_points_in_0.01
0.65
osm_shops_points_in_0.01
0.65
osm_catering_points_in_0.005
0.65
osm_finance_points_in_0.01
0.64
osm_crossing_points_in_0.01
0.64
osm_offices_points_in_0.01
0.64
osm_healthcare_points_in_0.01
0.63

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
region
0.29
osm_finance_points_in_0.001
0.21
realty_type
0.11
date
0.05
price_type
0.03
MOST FREQUENT VALUES
0
118,207
42.2%
1
47,207
16.9%
2
26,568
9.5%
3
16,752
6.0%
4
12,890
4.6%
5
8,966
3.2%
6
6,750
2.4%
7
5,410
1.9%
8
4,188
1.5%
9
3,701
1.3%
10
3,344
1.2%
11
2,707
1.0%
12
2,130
0.8%
13
1,718
0.6%
15
1,486
0.5%
SMALLEST VALUES
0
118,207
42.2%
1
47,207
16.9%
2
26,568
9.5%
3
16,752
6.0%
4
12,890
4.6%
5
8,966
3.2%
6
6,750
2.4%
7
5,410
1.9%
8
4,188
1.5%
9
3,701
1.3%
10
3,344
1.2%
11
2,707
1.0%
12
2,130
0.8%
13
1,718
0.6%
14
1,445
0.5%
LARGEST VALUES
89
8
<0.1%
88
1
<0.1%
87
2
<0.1%
86
3
<0.1%
84
2
<0.1%
83
2
<0.1%
82
13
<0.1%
81
62
<0.1%
80
8
<0.1%
79
9
<0.1%
78
23
<0.1%
77
20
<0.1%
76
26
<0.1%
75
10
<0.1%
74
10
<0.1%
osm_historic_points_in_0.01
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
osm_historic_points_in_0.0075
0.97
osm_historic_points_in_0.005
0.88
osm_amenity_points_in_0.01
0.79
osm_catering_points_in_0.01
0.77
osm_amenity_points_in_0.0075
0.77
osm_catering_points_in_0.0075
0.75
osm_amenity_points_in_0.005
0.73
osm_shops_points_in_0.01
0.69
osm_culture_points_in_0.01
0.68
osm_catering_points_in_0.005
0.68
osm_offices_points_in_0.01
0.68
osm_crossing_points_in_0.01
0.68
osm_finance_points_in_0.01
0.68
osm_healthcare_points_in_0.01
0.68

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
region
0.32
osm_finance_points_in_0.001
0.22
realty_type
0.12
date
0.05
price_type
0.03
MOST FREQUENT VALUES
0
87,518
31.3%
1
44,963
16.1%
2
29,185
10.4%
3
19,133
6.8%
4
14,807
5.3%
5
9,499
3.4%
6
9,009
3.2%
7
7,275
2.6%
8
5,881
2.1%
9
5,000
1.8%
10
4,104
1.5%
11
3,486
1.2%
12
3,012
1.1%
13
2,588
0.9%
14
2,537
0.9%
SMALLEST VALUES
0
87,518
31.3%
1
44,963
16.1%
2
29,185
10.4%
3
19,133
6.8%
4
14,807
5.3%
5
9,499
3.4%
6
9,009
3.2%
7
7,275
2.6%
8
5,881
2.1%
9
5,000
1.8%
10
4,104
1.5%
11
3,486
1.2%
12
3,012
1.1%
13
2,588
0.9%
14
2,537
0.9%
LARGEST VALUES
129
7
<0.1%
128
4
<0.1%
127
12
<0.1%
126
11
<0.1%
125
7
<0.1%
124
7
<0.1%
122
4
<0.1%
121
6
<0.1%
120
13
<0.1%
119
17
<0.1%
118
23
<0.1%
117
13
<0.1%
116
28
<0.1%
115
6
<0.1%
114
11
<0.1%
osm_hotels_points_in_0.005
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
osm_hotels_points_in_0.0075
0.95
osm_hotels_points_in_0.01
0.92
osm_catering_points_in_0.01
0.78
osm_catering_points_in_0.0075
0.78
osm_catering_points_in_0.005
0.74
osm_offices_points_in_0.01
0.73
osm_amenity_points_in_0.01
0.72
osm_offices_points_in_0.0075
0.72
osm_amenity_points_in_0.0075
0.72
osm_amenity_points_in_0.005
0.70
osm_offices_points_in_0.005
0.69
osm_shops_points_in_0.01
0.69
osm_shops_points_in_0.0075
0.67
osm_shops_points_in_0.005
0.63

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
region
0.30
osm_finance_points_in_0.001
0.20
price_type
0.08
realty_type
0.08
date
0.04
MOST FREQUENT VALUES
0
191,803
68.6%
1
44,873
16.0%
2
14,922
5.3%
3
6,826
2.4%
4
5,093
1.8%
5
4,105
1.5%
6
2,181
0.8%
7
1,699
0.6%
8
1,580
0.6%
9
950
0.3%
10
704
0.3%
11
571
0.2%
14
517
0.2%
12
484
0.2%
13
425
0.2%
SMALLEST VALUES
0
191,803
68.6%
1
44,873
16.0%
2
14,922
5.3%
3
6,826
2.4%
4
5,093
1.8%
5
4,105
1.5%
6
2,181
0.8%
7
1,699
0.6%
8
1,580
0.6%
9
950
0.3%
10
704
0.3%
11
571
0.2%
12
484
0.2%
13
425
0.2%
14
517
0.2%
LARGEST VALUES
80
1
<0.1%
71
2
<0.1%
70
1
<0.1%
63
1
<0.1%
62
1
<0.1%
61
3
<0.1%
60
1
<0.1%
59
6
<0.1%
58
8
<0.1%
57
10
<0.1%
56
6
<0.1%
55
7
<0.1%
54
10
<0.1%
53
7
<0.1%
52
24
<0.1%
osm_hotels_points_in_0.0075
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
osm_hotels_points_in_0.01
0.98
osm_hotels_points_in_0.005
0.95
osm_catering_points_in_0.01
0.84
osm_catering_points_in_0.0075
0.82
osm_offices_points_in_0.01
0.79
osm_amenity_points_in_0.01
0.78
osm_offices_points_in_0.0075
0.77
osm_amenity_points_in_0.0075
0.77
osm_catering_points_in_0.005
0.75
osm_shops_points_in_0.01
0.74
osm_amenity_points_in_0.005
0.72
osm_offices_points_in_0.005
0.71
osm_shops_points_in_0.0075
0.71
osm_healthcare_points_in_0.01
0.68

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
region
0.32
osm_finance_points_in_0.001
0.19
price_type
0.09
realty_type
0.08
date
0.04
MOST FREQUENT VALUES
0
154,338
55.2%
1
53,600
19.2%
2
22,815
8.2%
3
11,744
4.2%
4
7,355
2.6%
6
4,102
1.5%
5
3,818
1.4%
7
3,717
1.3%
9
2,300
0.8%
8
1,881
0.7%
11
1,716
0.6%
10
1,473
0.5%
12
811
0.3%
14
743
0.3%
13
718
0.3%
SMALLEST VALUES
0
154,338
55.2%
1
53,600
19.2%
2
22,815
8.2%
3
11,744
4.2%
4
7,355
2.6%
5
3,818
1.4%
6
4,102
1.5%
7
3,717
1.3%
8
1,881
0.7%
9
2,300
0.8%
10
1,473
0.5%
11
1,716
0.6%
12
811
0.3%
13
718
0.3%
14
743
0.3%
LARGEST VALUES
113
1
<0.1%
109
11
<0.1%
108
2
<0.1%
106
2
<0.1%
105
8
<0.1%
104
6
<0.1%
103
10
<0.1%
102
2
<0.1%
100
4
<0.1%
99
4
<0.1%
98
3
<0.1%
97
12
<0.1%
96
8
<0.1%
95
2
<0.1%
94
10
<0.1%
osm_hotels_points_in_0.01
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
osm_hotels_points_in_0.0075
0.98
osm_hotels_points_in_0.005
0.92
osm_catering_points_in_0.01
0.86
osm_catering_points_in_0.0075
0.83
osm_offices_points_in_0.01
0.81
osm_amenity_points_in_0.01
0.80
osm_offices_points_in_0.0075
0.78
osm_amenity_points_in_0.0075
0.78
osm_shops_points_in_0.01
0.76
osm_catering_points_in_0.005
0.75
osm_amenity_points_in_0.005
0.73
osm_shops_points_in_0.0075
0.73
osm_offices_points_in_0.005
0.72
osm_healthcare_points_in_0.01
0.71

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
region
0.34
osm_finance_points_in_0.001
0.19
price_type
0.08
realty_type
0.08
date
0.04
MOST FREQUENT VALUES
0
127,295
45.5%
1
55,463
19.8%
2
27,330
9.8%
3
15,294
5.5%
4
9,121
3.3%
5
7,194
2.6%
6
4,465
1.6%
8
3,831
1.4%
7
3,808
1.4%
9
2,874
1.0%
10
2,287
0.8%
11
1,636
0.6%
12
1,378
0.5%
17
1,332
0.5%
14
1,190
0.4%
SMALLEST VALUES
0
127,295
45.5%
1
55,463
19.8%
2
27,330
9.8%
3
15,294
5.5%
4
9,121
3.3%
5
7,194
2.6%
6
4,465
1.6%
7
3,808
1.4%
8
3,831
1.4%
9
2,874
1.0%
10
2,287
0.8%
11
1,636
0.6%
12
1,378
0.5%
13
1,097
0.4%
14
1,190
0.4%
LARGEST VALUES
159
1
<0.1%
157
2
<0.1%
155
1
<0.1%
154
1
<0.1%
153
8
<0.1%
152
3
<0.1%
151
2
<0.1%
150
3
<0.1%
149
7
<0.1%
148
6
<0.1%
147
3
<0.1%
146
2
<0.1%
145
11
<0.1%
144
7
<0.1%
143
17
<0.1%
osm_leisure_points_in_0.005
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
osm_leisure_points_in_0.0075
0.90
osm_leisure_points_in_0.01
0.84
osm_amenity_points_in_0.005
0.64
osm_amenity_points_in_0.0075
0.63
osm_amenity_points_in_0.01
0.63
osm_shops_points_in_0.01
0.61
osm_healthcare_points_in_0.01
0.61
osm_shops_points_in_0.0075
0.60
osm_healthcare_points_in_0.0075
0.60
osm_shops_points_in_0.005
0.59
osm_offices_points_in_0.01
0.58
osm_healthcare_points_in_0.005
0.57
osm_offices_points_in_0.0075
0.57
osm_catering_points_in_0.0075
0.56

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
region
0.44
osm_finance_points_in_0.001
0.22
realty_type
0.08
date
0.06
price_type
0.01
MOST FREQUENT VALUES
0
122,645
43.8%
1
50,087
17.9%
2
31,385
11.2%
3
19,601
7.0%
4
12,692
4.5%
6
9,218
3.3%
5
9,152
3.3%
7
7,034
2.5%
8
4,643
1.7%
9
3,847
1.4%
10
2,510
0.9%
11
1,822
0.7%
12
1,618
0.6%
13
1,025
0.4%
14
625
0.2%
SMALLEST VALUES
0
122,645
43.8%
1
50,087
17.9%
2
31,385
11.2%
3
19,601
7.0%
4
12,692
4.5%
5
9,152
3.3%
6
9,218
3.3%
7
7,034
2.5%
8
4,643
1.7%
9
3,847
1.4%
10
2,510
0.9%
11
1,822
0.7%
12
1,618
0.6%
13
1,025
0.4%
14
625
0.2%
LARGEST VALUES
35
2
<0.1%
33
5
<0.1%
32
1
<0.1%
31
3
<0.1%
29
2
<0.1%
28
19
<0.1%
27
29
<0.1%
26
37
<0.1%
25
48
<0.1%
24
101
<0.1%
23
44
<0.1%
22
65
<0.1%
21
112
<0.1%
20
112
<0.1%
19
151
<0.1%
osm_leisure_points_in_0.0075
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
osm_leisure_points_in_0.01
0.95
osm_leisure_points_in_0.005
0.90
osm_amenity_points_in_0.01
0.71
osm_amenity_points_in_0.0075
0.71
osm_healthcare_points_in_0.01
0.70
osm_shops_points_in_0.01
0.69
osm_healthcare_points_in_0.0075
0.68
osm_amenity_points_in_0.005
0.67
osm_shops_points_in_0.0075
0.67
osm_offices_points_in_0.01
0.66
osm_offices_points_in_0.0075
0.65
osm_healthcare_points_in_0.005
0.63
osm_catering_points_in_0.01
0.63
osm_catering_points_in_0.0075
0.62

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
region
0.50
osm_finance_points_in_0.001
0.21
realty_type
0.10
date
0.07
price_type
0.01
MOST FREQUENT VALUES
0
82,366
29.4%
1
40,749
14.6%
2
31,535
11.3%
3
22,730
8.1%
4
16,291
5.8%
5
12,025
4.3%
6
10,371
3.7%
7
9,843
3.5%
8
8,372
3.0%
9
6,813
2.4%
10
4,970
1.8%
11
4,379
1.6%
12
3,856
1.4%
13
3,416
1.2%
15
3,050
1.1%
SMALLEST VALUES
0
82,366
29.4%
1
40,749
14.6%
2
31,535
11.3%
3
22,730
8.1%
4
16,291
5.8%
5
12,025
4.3%
6
10,371
3.7%
7
9,843
3.5%
8
8,372
3.0%
9
6,813
2.4%
10
4,970
1.8%
11
4,379
1.6%
12
3,856
1.4%
13
3,416
1.2%
14
2,807
1.0%
LARGEST VALUES
75
4
<0.1%
74
2
<0.1%
67
2
<0.1%
65
1
<0.1%
58
1
<0.1%
56
2
<0.1%
54
4
<0.1%
53
14
<0.1%
51
1
<0.1%
49
10
<0.1%
48
4
<0.1%
47
4
<0.1%
46
12
<0.1%
45
23
<0.1%
44
43
<0.1%
osm_leisure_points_in_0.01
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
osm_leisure_points_in_0.0075
0.95
osm_leisure_points_in_0.005
0.84
osm_amenity_points_in_0.01
0.76
osm_amenity_points_in_0.0075
0.74
osm_healthcare_points_in_0.01
0.74
osm_shops_points_in_0.01
0.73
osm_offices_points_in_0.01
0.71
osm_healthcare_points_in_0.0075
0.71
osm_shops_points_in_0.0075
0.70
osm_amenity_points_in_0.005
0.70
osm_offices_points_in_0.0075
0.69
osm_catering_points_in_0.01
0.68
osm_catering_points_in_0.0075
0.66
osm_crossing_points_in_0.01
0.65

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
region
0.55
osm_finance_points_in_0.001
0.22
realty_type
0.12
date
0.08
price_type
0.01
MOST FREQUENT VALUES
0
60,814
21.7%
1
30,717
11.0%
2
26,904
9.6%
3
21,746
7.8%
4
17,002
6.1%
5
13,422
4.8%
6
11,606
4.1%
7
9,902
3.5%
8
8,513
3.0%
9
7,474
2.7%
10
6,684
2.4%
11
5,862
2.1%
12
5,006
1.8%
14
4,962
1.8%
13
4,653
1.7%
SMALLEST VALUES
0
60,814
21.7%
1
30,717
11.0%
2
26,904
9.6%
3
21,746
7.8%
4
17,002
6.1%
5
13,422
4.8%
6
11,606
4.1%
7
9,902
3.5%
8
8,513
3.0%
9
7,474
2.7%
10
6,684
2.4%
11
5,862
2.1%
12
5,006
1.8%
13
4,653
1.7%
14
4,962
1.8%
LARGEST VALUES
106
3
<0.1%
105
4
<0.1%
104
2
<0.1%
98
1
<0.1%
95
4
<0.1%
90
2
<0.1%
85
2
<0.1%
82
1
<0.1%
81
9
<0.1%
80
2
<0.1%
78
1
<0.1%
75
3
<0.1%
74
1
<0.1%
73
28
<0.1%
70
6
<0.1%
osm_offices_points_in_0.001
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
osm_offices_points_in_0.005
0.51
osm_catering_points_in_0.001
0.48
osm_catering_points_in_0.005
0.48
osm_amenity_points_in_0.001
0.46
osm_offices_points_in_0.0075
0.44
osm_amenity_points_in_0.005
0.44
osm_offices_points_in_0.01
0.41
osm_catering_points_in_0.0075
0.41
osm_shops_points_in_0.005
0.40
osm_amenity_points_in_0.0075
0.39
osm_shops_points_in_0.001
0.37
osm_shops_points_in_0.0075
0.37
osm_amenity_points_in_0.01
0.37
osm_catering_points_in_0.01
0.37

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
osm_finance_points_in_0.001
0.30
region
0.24
realty_type
0.15
date
0.04
price_type
0.03
MOST FREQUENT VALUES
0
237,130
84.8%
1
30,177
10.8%
2
7,233
2.6%
3
2,794
1.0%
7
1,066
0.4%
4
891
0.3%
5
341
0.1%
6
94
<0.1%
9
30
<0.1%
8
26
<0.1%
11
5
<0.1%
12
3
<0.1%
17
2
<0.1%
SMALLEST VALUES
0
237,130
84.8%
1
30,177
10.8%
2
7,233
2.6%
3
2,794
1.0%
4
891
0.3%
5
341
0.1%
6
94
<0.1%
7
1,066
0.4%
8
26
<0.1%
9
30
<0.1%
11
5
<0.1%
12
3
<0.1%
17
2
<0.1%
LARGEST VALUES
17
2
<0.1%
12
3
<0.1%
11
5
<0.1%
9
30
<0.1%
8
26
<0.1%
7
1,066
0.4%
6
94
<0.1%
5
341
0.1%
4
891
0.3%
3
2,794
1.0%
2
7,233
2.6%
1
30,177
10.8%
0
237,130
84.8%
osm_offices_points_in_0.005
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
osm_offices_points_in_0.0075
0.95
osm_offices_points_in_0.01
0.91
osm_amenity_points_in_0.0075
0.83
osm_amenity_points_in_0.005
0.82
osm_amenity_points_in_0.01
0.82
osm_shops_points_in_0.01
0.81
osm_shops_points_in_0.0075
0.80
osm_catering_points_in_0.0075
0.79
osm_catering_points_in_0.01
0.79
osm_shops_points_in_0.005
0.78
osm_catering_points_in_0.005
0.77
osm_healthcare_points_in_0.01
0.75
osm_healthcare_points_in_0.0075
0.74
osm_hotels_points_in_0.01
0.72

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
region
0.42
osm_finance_points_in_0.001
0.31
realty_type
0.14
date
0.06
price_type
0.05
MOST FREQUENT VALUES
0
111,467
39.8%
1
50,178
17.9%
2
28,547
10.2%
3
18,047
6.5%
4
13,697
4.9%
5
9,756
3.5%
6
7,706
2.8%
7
5,673
2.0%
8
4,327
1.5%
9
4,011
1.4%
10
3,509
1.3%
11
2,864
1.0%
13
2,772
1.0%
12
2,465
0.9%
14
2,038
0.7%
SMALLEST VALUES
0
111,467
39.8%
1
50,178
17.9%
2
28,547
10.2%
3
18,047
6.5%
4
13,697
4.9%
5
9,756
3.5%
6
7,706
2.8%
7
5,673
2.0%
8
4,327
1.5%
9
4,011
1.4%
10
3,509
1.3%
11
2,864
1.0%
12
2,465
0.9%
13
2,772
1.0%
14
2,038
0.7%
LARGEST VALUES
63
8
<0.1%
62
4
<0.1%
61
2
<0.1%
59
5
<0.1%
58
15
<0.1%
57
21
<0.1%
56
17
<0.1%
55
18
<0.1%
54
17
<0.1%
53
19
<0.1%
52
36
<0.1%
51
30
<0.1%
50
35
<0.1%
49
40
<0.1%
48
31
<0.1%
osm_offices_points_in_0.0075
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
osm_offices_points_in_0.01
0.98
osm_offices_points_in_0.005
0.95
osm_amenity_points_in_0.01
0.87
osm_amenity_points_in_0.0075
0.87
osm_shops_points_in_0.01
0.86
osm_catering_points_in_0.01
0.85
osm_shops_points_in_0.0075
0.84
osm_catering_points_in_0.0075
0.84
osm_amenity_points_in_0.005
0.83
osm_healthcare_points_in_0.01
0.82
osm_healthcare_points_in_0.0075
0.79
osm_hotels_points_in_0.01
0.78
osm_shops_points_in_0.005
0.78
osm_catering_points_in_0.005
0.78

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
region
0.45
osm_finance_points_in_0.001
0.29
realty_type
0.14
date
0.06
price_type
0.06
MOST FREQUENT VALUES
0
76,352
27.3%
1
41,927
15.0%
2
28,079
10.0%
3
20,663
7.4%
4
15,863
5.7%
5
13,041
4.7%
6
10,175
3.6%
7
7,990
2.9%
8
6,818
2.4%
9
4,937
1.8%
11
4,398
1.6%
10
4,360
1.6%
12
3,744
1.3%
14
3,122
1.1%
13
3,083
1.1%
SMALLEST VALUES
0
76,352
27.3%
1
41,927
15.0%
2
28,079
10.0%
3
20,663
7.4%
4
15,863
5.7%
5
13,041
4.7%
6
10,175
3.6%
7
7,990
2.9%
8
6,818
2.4%
9
4,937
1.8%
10
4,360
1.6%
11
4,398
1.6%
12
3,744
1.3%
13
3,083
1.1%
14
3,122
1.1%
LARGEST VALUES
127
1
<0.1%
123
3
<0.1%
122
6
<0.1%
118
2
<0.1%
116
2
<0.1%
115
4
<0.1%
114
2
<0.1%
113
1
<0.1%
111
7
<0.1%
110
5
<0.1%
108
2
<0.1%
107
7
<0.1%
106
17
<0.1%
105
7
<0.1%
104
17
<0.1%
osm_offices_points_in_0.01
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
osm_offices_points_in_0.0075
0.98
osm_offices_points_in_0.005
0.91
osm_amenity_points_in_0.01
0.90
osm_shops_points_in_0.01
0.88
osm_amenity_points_in_0.0075
0.88
osm_catering_points_in_0.01
0.87
osm_healthcare_points_in_0.01
0.85
osm_catering_points_in_0.0075
0.85
osm_shops_points_in_0.0075
0.84
osm_amenity_points_in_0.005
0.82
osm_healthcare_points_in_0.0075
0.81
osm_hotels_points_in_0.01
0.81
osm_hotels_points_in_0.0075
0.79
osm_catering_points_in_0.005
0.77

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
region
0.46
osm_finance_points_in_0.001
0.27
realty_type
0.13
date
0.06
price_type
0.06
MOST FREQUENT VALUES
0
56,099
20.1%
1
32,510
11.6%
2
24,504
8.8%
3
19,584
7.0%
4
17,163
6.1%
5
13,013
4.7%
6
11,851
4.2%
7
10,155
3.6%
8
8,183
2.9%
9
7,032
2.5%
10
5,846
2.1%
11
5,357
1.9%
12
4,567
1.6%
13
4,158
1.5%
14
3,587
1.3%
SMALLEST VALUES
0
56,099
20.1%
1
32,510
11.6%
2
24,504
8.8%
3
19,584
7.0%
4
17,163
6.1%
5
13,013
4.7%
6
11,851
4.2%
7
10,155
3.6%
8
8,183
2.9%
9
7,032
2.5%
10
5,846
2.1%
11
5,357
1.9%
12
4,567
1.6%
13
4,158
1.5%
14
3,587
1.3%
LARGEST VALUES
178
1
<0.1%
177
1
<0.1%
175
2
<0.1%
174
2
<0.1%
173
5
<0.1%
172
8
<0.1%
171
16
<0.1%
170
11
<0.1%
169
4
<0.1%
168
15
<0.1%
167
14
<0.1%
166
5
<0.1%
165
12
<0.1%
164
16
<0.1%
163
30
<0.1%
osm_shops_points_in_0.001
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
osm_amenity_points_in_0.001
0.90
osm_shops_points_in_0.005
0.66
osm_amenity_points_in_0.005
0.62
osm_catering_points_in_0.001
0.58
osm_shops_points_in_0.0075
0.58
osm_amenity_points_in_0.0075
0.55
osm_shops_points_in_0.01
0.54
osm_catering_points_in_0.005
0.53
osm_amenity_points_in_0.01
0.51
osm_catering_points_in_0.0075
0.49
osm_finance_points_in_0.005
0.48
osm_offices_points_in_0.005
0.48
osm_healthcare_points_in_0.005
0.46
osm_healthcare_points_in_0.0075
0.46

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
osm_finance_points_in_0.001
0.35
region
0.28
realty_type
0.12
date
0.05
price_type
0.02
MOST FREQUENT VALUES
0
138,828
49.6%
1
50,140
17.9%
2
29,506
10.5%
3
17,736
6.3%
4
11,952
4.3%
5
8,018
2.9%
6
5,728
2.0%
7
5,453
1.9%
8
4,373
1.6%
9
2,336
0.8%
10
1,471
0.5%
11
1,003
0.4%
12
822
0.3%
13
614
0.2%
14
436
0.2%
SMALLEST VALUES
0
138,828
49.6%
1
50,140
17.9%
2
29,506
10.5%
3
17,736
6.3%
4
11,952
4.3%
5
8,018
2.9%
6
5,728
2.0%
7
5,453
1.9%
8
4,373
1.6%
9
2,336
0.8%
10
1,471
0.5%
11
1,003
0.4%
12
822
0.3%
13
614
0.2%
14
436
0.2%
LARGEST VALUES
40
4
<0.1%
36
1
<0.1%
35
1
<0.1%
34
3
<0.1%
33
1
<0.1%
31
6
<0.1%
30
4
<0.1%
29
22
<0.1%
28
10
<0.1%
27
25
<0.1%
26
39
<0.1%
25
33
<0.1%
24
13
<0.1%
23
15
<0.1%
22
45
<0.1%
osm_shops_points_in_0.005
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
osm_amenity_points_in_0.005
0.96
osm_shops_points_in_0.0075
0.95
osm_amenity_points_in_0.0075
0.91
osm_shops_points_in_0.01
0.90
osm_amenity_points_in_0.01
0.87
osm_catering_points_in_0.005
0.84
osm_catering_points_in_0.0075
0.83
osm_catering_points_in_0.01
0.80
osm_offices_points_in_0.0075
0.78
osm_offices_points_in_0.005
0.78
osm_offices_points_in_0.01
0.77
osm_healthcare_points_in_0.01
0.77
osm_healthcare_points_in_0.0075
0.77
osm_finance_points_in_0.0075
0.77

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
region
0.40
osm_finance_points_in_0.001
0.37
realty_type
0.12
date
0.06
price_type
0.05
MOST FREQUENT VALUES
0
26,979
9.6%
1
14,417
5.2%
2
12,016
4.3%
3
11,267
4.0%
4
10,170
3.6%
5
9,651
3.4%
6
8,966
3.2%
7
8,626
3.1%
8
7,737
2.8%
9
7,189
2.6%
10
7,118
2.5%
11
7,035
2.5%
12
6,909
2.5%
13
6,169
2.2%
14
5,728
2.0%
SMALLEST VALUES
0
26,979
9.6%
1
14,417
5.2%
2
12,016
4.3%
3
11,267
4.0%
4
10,170
3.6%
5
9,651
3.4%
6
8,966
3.2%
7
8,626
3.1%
8
7,737
2.8%
9
7,189
2.6%
10
7,118
2.5%
11
7,035
2.5%
12
6,909
2.5%
13
6,169
2.2%
14
5,728
2.0%
LARGEST VALUES
309
1
<0.1%
307
1
<0.1%
302
1
<0.1%
287
1
<0.1%
285
1
<0.1%
284
4
<0.1%
282
2
<0.1%
281
3
<0.1%
280
2
<0.1%
278
1
<0.1%
277
2
<0.1%
276
1
<0.1%
273
5
<0.1%
272
1
<0.1%
267
1
<0.1%
osm_shops_points_in_0.0075
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
osm_shops_points_in_0.01
0.98
osm_amenity_points_in_0.0075
0.97
osm_shops_points_in_0.005
0.95
osm_amenity_points_in_0.005
0.94
osm_amenity_points_in_0.01
0.94
osm_catering_points_in_0.0075
0.88
osm_catering_points_in_0.01
0.87
osm_healthcare_points_in_0.01
0.85
osm_offices_points_in_0.0075
0.84
osm_offices_points_in_0.01
0.84
osm_healthcare_points_in_0.0075
0.84
osm_catering_points_in_0.005
0.83
osm_finance_points_in_0.01
0.82
osm_finance_points_in_0.0075
0.81

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
region
0.44
osm_finance_points_in_0.001
0.34
realty_type
0.12
date
0.06
price_type
0.05
MOST FREQUENT VALUES
0
17,337
6.2%
1
8,207
2.9%
2
7,232
2.6%
3
6,346
2.3%
5
6,279
2.2%
4
5,988
2.1%
6
5,898
2.1%
7
5,135
1.8%
10
5,045
1.8%
8
4,679
1.7%
11
4,611
1.6%
9
4,578
1.6%
13
4,257
1.5%
12
4,256
1.5%
14
4,236
1.5%
SMALLEST VALUES
0
17,337
6.2%
1
8,207
2.9%
2
7,232
2.6%
3
6,346
2.3%
4
5,988
2.1%
5
6,279
2.2%
6
5,898
2.1%
7
5,135
1.8%
8
4,679
1.7%
9
4,578
1.6%
10
5,045
1.8%
11
4,611
1.6%
12
4,256
1.5%
13
4,257
1.5%
14
4,236
1.5%
LARGEST VALUES
509
1
<0.1%
506
1
<0.1%
499
1
<0.1%
495
2
<0.1%
493
4
<0.1%
492
6
<0.1%
491
7
<0.1%
489
2
<0.1%
487
3
<0.1%
486
1
<0.1%
485
4
<0.1%
482
5
<0.1%
480
2
<0.1%
479
2
<0.1%
477
2
<0.1%
osm_shops_points_in_0.01
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
osm_shops_points_in_0.0075
0.98
osm_amenity_points_in_0.01
0.97
osm_amenity_points_in_0.0075
0.96
osm_amenity_points_in_0.005
0.92
osm_shops_points_in_0.005
0.90
osm_catering_points_in_0.01
0.90
osm_healthcare_points_in_0.01
0.89
osm_catering_points_in_0.0075
0.89
osm_offices_points_in_0.01
0.88
osm_offices_points_in_0.0075
0.86
osm_healthcare_points_in_0.0075
0.86
osm_finance_points_in_0.01
0.84
osm_catering_points_in_0.005
0.82
osm_offices_points_in_0.005
0.81

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
region
0.46
osm_finance_points_in_0.001
0.32
realty_type
0.13
date
0.06
price_type
0.05
MOST FREQUENT VALUES
0
12,717
4.5%
1
5,896
2.1%
2
5,704
2.0%
3
4,161
1.5%
4
3,983
1.4%
6
3,900
1.4%
5
3,819
1.4%
7
3,491
1.2%
9
3,384
1.2%
8
3,274
1.2%
15
3,229
1.2%
10
3,147
1.1%
11
3,144
1.1%
14
3,097
1.1%
16
3,055
1.1%
SMALLEST VALUES
0
12,717
4.5%
1
5,896
2.1%
2
5,704
2.0%
3
4,161
1.5%
4
3,983
1.4%
5
3,819
1.4%
6
3,900
1.4%
7
3,491
1.2%
8
3,274
1.2%
9
3,384
1.2%
10
3,147
1.1%
11
3,144
1.1%
12
2,955
1.1%
13
2,789
1.0%
14
3,097
1.1%
LARGEST VALUES
809
2
<0.1%
808
2
<0.1%
798
2
<0.1%
796
4
<0.1%
795
3
<0.1%
793
2
<0.1%
792
2
<0.1%
791
3
<0.1%
790
4
<0.1%
786
2
<0.1%
785
3
<0.1%
784
1
<0.1%
782
2
<0.1%
780
1
<0.1%
779
1
<0.1%
osm_subway_closest_dist
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
osm_city_nearest_population
-0.37
lat
-0.33
osm_leisure_points_in_0.01
-0.30
osm_transport_stop_points_in_0.01
-0.29
osm_leisure_points_in_0.0075
-0.27
reform_mean_floor_count_1000
-0.27
osm_train_stop_closest_dist
0.27
per_square_meter_price
-0.27
osm_transport_stop_points_in_0.0075
-0.27
osm_healthcare_points_in_0.01
-0.24
osm_city_closest_dist
0.24
osm_leisure_points_in_0.005
-0.24
reform_mean_floor_count_500
-0.23
osm_healthcare_points_in_0.0075
-0.23

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
region
0.96
date
0.07
osm_finance_points_in_0.001
0.06
realty_type
0.06
price_type
0.02
MOST FREQUENT VALUES
0.1282533028647839
856
0.3%
1.8393412113743155
526
0.2%
1.5787430492432015
436
0.2%
0.1150705027741917
367
0.1%
0.171631710835994
336
0.1%
0.4557759027941233
329
0.1%
0.1153991378010976
324
0.1%
0.7839785564857974
256
<0.1%
0.1413594816158639
250
<0.1%
1.971796716244928
220
<0.1%
0.2979793767837578
205
<0.1%
0.3713729698806687
176
<0.1%
0.2175957502067706
172
<0.1%
0.1471689727204536
172
<0.1%
1.6971427845326317
160
<0.1%
SMALLEST VALUES
0.0010624078359935
1
<0.1%
0.001702553120253
1
<0.1%
0.0029768290124959
2
<0.1%
0.0035503514730661
1
<0.1%
0.0037137718802892
1
<0.1%
0.0039100417523968
1
<0.1%
0.0041684461942262
1
<0.1%
0.0046729995081554
2
<0.1%
0.0050865091780472
1
<0.1%
0.0067724906873116
3
<0.1%
0.0068349849510578
1
<0.1%
0.0072643727687001
2
<0.1%
0.0077665989773077
2
<0.1%
0.00816663679287
1
<0.1%
0.0084422278213424
1
<0.1%
LARGEST VALUES
2925.919580773855
3
<0.1%
2456.585707144556
1
<0.1%
2452.72920053754
1
<0.1%
2452.68738875071
4
<0.1%
2449.348882555197
1
<0.1%
2424.266141148016
1
<0.1%
2420.9975960328547
1
<0.1%
2420.914623884223
1
<0.1%
2420.85385751548
1
<0.1%
2420.4664898499263
1
<0.1%
2404.883808700067
1
<0.1%
2385.592972587191
7
<0.1%
2376.0879465478265
1
<0.1%
2372.910960139495
1
<0.1%
2371.423356022315
1
<0.1%
osm_train_stop_closest_dist
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
osm_city_closest_dist
0.42
osm_subway_closest_dist
0.27
osm_transport_stop_closest_dist
0.27
osm_crossing_closest_dist
0.25
osm_transport_stop_points_in_0.01
-0.22
osm_transport_stop_points_in_0.0075
-0.21
reform_house_population_1000
-0.19
osm_transport_stop_points_in_0.005
-0.18
reform_mean_floor_count_1000
-0.18
osm_leisure_points_in_0.01
-0.16
osm_city_nearest_population
-0.16
reform_house_population_500
-0.15
reform_mean_floor_count_500
-0.15
osm_crossing_points_in_0.01
-0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
region
0.53
realty_type
0.05
osm_finance_points_in_0.001
0.05
date
0.03
price_type
0.01
MOST FREQUENT VALUES
0.3795980663714459
856
0.3%
1.8337454464414689
526
0.2%
2.761157708662189
436
0.2%
0.5286579490865689
367
0.1%
0.4390142349985719
336
0.1%
1.7504000686945629
329
0.1%
0.5133575816859186
324
0.1%
6.943925037316551
256
<0.1%
8.704208110756221
250
<0.1%
3.182656978334279
220
<0.1%
1.2859614485622493
205
<0.1%
1.3436293893563038
176
<0.1%
1.3928071020869974
172
<0.1%
0.7598145421498146
172
<0.1%
3.2684102920695985
160
<0.1%
SMALLEST VALUES
0.0016444607297014
3
<0.1%
0.0022283014250884
1
<0.1%
0.0032489672642672
1
<0.1%
0.0035283732372459
1
<0.1%
0.0054649913944302
1
<0.1%
0.0094414865483803
1
<0.1%
0.0114047951579768
1
<0.1%
0.011599843300371
1
<0.1%
0.0119341482860402
1
<0.1%
0.0130355201185397
3
<0.1%
0.0146502899622972
1
<0.1%
0.0151738419505796
1
<0.1%
0.0157721053276593
1
<0.1%
0.0180133744196138
2
<0.1%
0.0187010047232254
1
<0.1%
LARGEST VALUES
1321.7007763046809
3
<0.1%
1102.289466729682
1
<0.1%
605.7217132449091
2
<0.1%
605.2639613157554
2
<0.1%
484.6047910657425
1
<0.1%
479.6738772095577
1
<0.1%
478.2981666330746
1
<0.1%
478.27214868513335
1
<0.1%
467.1927436063265
4
<0.1%
467.0940643659378
1
<0.1%
466.9352230292632
1
<0.1%
460.7928940210618
1
<0.1%
460.3575573965312
1
<0.1%
460.1341328232815
1
<0.1%
459.8396762867445
1
<0.1%
osm_train_stop_points_in_0.005
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
osm_train_stop_points_in_0.0075
0.68
osm_train_stop_points_in_0.01
0.54
osm_city_nearest_population
0.12
osm_offices_points_in_0.01
0.10
osm_transport_stop_points_in_0.0075
0.09
osm_transport_stop_points_in_0.01
0.09
osm_offices_points_in_0.0075
0.09
osm_shops_points_in_0.005
0.09
osm_transport_stop_points_in_0.005
0.09
osm_leisure_points_in_0.01
0.09
osm_shops_points_in_0.0075
0.09
osm_catering_points_in_0.0075
0.09
osm_catering_points_in_0.005
0.09
osm_hotels_points_in_0.005
0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
region
0.13
realty_type
0.03
osm_finance_points_in_0.001
0.03
date
0.03
price_type
0.01
MOST FREQUENT VALUES
0
269,647
96.4%
1
4,295
1.5%
2
3,572
1.3%
3
1,066
0.4%
5
375
0.1%
4
304
0.1%
6
164
<0.1%
8
147
<0.1%
9
95
<0.1%
7
69
<0.1%
10
18
<0.1%
11
11
<0.1%
15
7
<0.1%
12
6
<0.1%
20
6
<0.1%
SMALLEST VALUES
0
269,647
96.4%
1
4,295
1.5%
2
3,572
1.3%
3
1,066
0.4%
4
304
0.1%
5
375
0.1%
6
164
<0.1%
7
69
<0.1%
8
147
<0.1%
9
95
<0.1%
10
18
<0.1%
11
11
<0.1%
12
6
<0.1%
13
6
<0.1%
15
7
<0.1%
LARGEST VALUES
29
2
<0.1%
26
1
<0.1%
20
6
<0.1%
16
1
<0.1%
15
7
<0.1%
13
6
<0.1%
12
6
<0.1%
11
11
<0.1%
10
18
<0.1%
9
95
<0.1%
8
147
<0.1%
7
69
<0.1%
6
164
<0.1%
5
375
0.1%
4
304
0.1%
osm_train_stop_points_in_0.0075
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
osm_train_stop_points_in_0.01
0.82
osm_train_stop_points_in_0.005
0.68
osm_city_nearest_population
0.22
osm_offices_points_in_0.001
0.21
osm_catering_points_in_0.005
0.20
osm_catering_points_in_0.001
0.19
osm_catering_points_in_0.0075
0.17
osm_offices_points_in_0.005
0.17
osm_amenity_points_in_0.005
0.17
osm_offices_points_in_0.01
0.17
osm_offices_points_in_0.0075
0.17
osm_shops_points_in_0.005
0.16
osm_transport_stop_points_in_0.01
0.16
osm_amenity_points_in_0.001
0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
region
0.21
osm_finance_points_in_0.001
0.08
realty_type
0.06
date
0.03
price_type
0.01
MOST FREQUENT VALUES
0
258,422
92.4%
1
7,309
2.6%
2
7,164
2.6%
3
2,483
0.9%
4
1,680
0.6%
5
1,035
0.4%
6
671
0.2%
8
405
0.1%
9
176
<0.1%
7
170
<0.1%
12
68
<0.1%
13
67
<0.1%
10
49
<0.1%
20
43
<0.1%
11
16
<0.1%
SMALLEST VALUES
0
258,422
92.4%
1
7,309
2.6%
2
7,164
2.6%
3
2,483
0.9%
4
1,680
0.6%
5
1,035
0.4%
6
671
0.2%
7
170
<0.1%
8
405
0.1%
9
176
<0.1%
10
49
<0.1%
11
16
<0.1%
12
68
<0.1%
13
67
<0.1%
14
1
<0.1%
LARGEST VALUES
31
3
<0.1%
29
1
<0.1%
25
8
<0.1%
22
5
<0.1%
20
43
<0.1%
19
1
<0.1%
17
2
<0.1%
16
12
<0.1%
15
1
<0.1%
14
1
<0.1%
13
67
<0.1%
12
68
<0.1%
11
16
<0.1%
10
49
<0.1%
9
176
<0.1%
osm_train_stop_points_in_0.01
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
osm_train_stop_points_in_0.0075
0.82
osm_train_stop_points_in_0.005
0.54
osm_city_nearest_population
0.28
osm_offices_points_in_0.01
0.23
osm_offices_points_in_0.005
0.23
osm_offices_points_in_0.0075
0.23
osm_catering_points_in_0.005
0.22
osm_catering_points_in_0.0075
0.21
osm_transport_stop_points_in_0.01
0.21
osm_catering_points_in_0.001
0.21
osm_offices_points_in_0.001
0.21
osm_catering_points_in_0.01
0.20
osm_amenity_points_in_0.005
0.20
osm_transport_stop_points_in_0.0075
0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
region
0.27
osm_finance_points_in_0.001
0.09
realty_type
0.07
date
0.04
price_type
0.01
MOST FREQUENT VALUES
0
243,840
87.2%
2
12,082
4.3%
1
12,038
4.3%
3
3,983
1.4%
4
2,763
1.0%
5
1,916
0.7%
6
1,189
0.4%
8
770
0.3%
7
358
0.1%
13
219
<0.1%
10
123
<0.1%
9
111
<0.1%
20
74
<0.1%
12
60
<0.1%
31
42
<0.1%
SMALLEST VALUES
0
243,840
87.2%
1
12,038
4.3%
2
12,082
4.3%
3
3,983
1.4%
4
2,763
1.0%
5
1,916
0.7%
6
1,189
0.4%
7
358
0.1%
8
770
0.3%
9
111
<0.1%
10
123
<0.1%
11
39
<0.1%
12
60
<0.1%
13
219
<0.1%
14
3
<0.1%
LARGEST VALUES
31
42
<0.1%
29
7
<0.1%
27
1
<0.1%
26
5
<0.1%
25
1
<0.1%
24
5
<0.1%
23
13
<0.1%
22
23
<0.1%
21
23
<0.1%
20
74
<0.1%
19
38
<0.1%
18
19
<0.1%
17
24
<0.1%
16
14
<0.1%
15
9
<0.1%
osm_transport_stop_closest_dist
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
osm_crossing_closest_dist
0.80
osm_city_closest_dist
0.29
osm_train_stop_closest_dist
0.27
osm_transport_stop_points_in_0.01
-0.12
osm_transport_stop_points_in_0.0075
-0.11
reform_house_population_1000
-0.11
osm_transport_stop_points_in_0.005
-0.11
reform_mean_floor_count_1000
-0.09
reform_house_population_500
-0.09
reform_count_of_houses_1000
-0.09
osm_crossing_points_in_0.01
-0.09
osm_crossing_points_in_0.0075
-0.08
osm_crossing_points_in_0.005
-0.08
osm_subway_closest_dist
0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
region
0.12
realty_type
0.03
osm_finance_points_in_0.001
0.03
date
0.01
price_type
0.01
MOST FREQUENT VALUES
0.1282533028647839
856
0.3%
0.8776723032533531
526
0.2%
0.2518115342135604
436
0.2%
0.1150705027741917
367
0.1%
0.171631710835994
336
0.1%
0.1025677847081396
329
0.1%
0.1153991378010976
324
0.1%
0.5271028306356751
256
<0.1%
0.1341559314138536
250
<0.1%
0.7568902650356499
220
<0.1%
0.1310565889324214
205
<0.1%
0.0799562148251773
176
<0.1%
0.1424158763662068
172
<0.1%
0.1760957255267155
172
<0.1%
0.6395058065834157
160
<0.1%
SMALLEST VALUES
0.0004747030336992
1
<0.1%
0.0005773704194192
3
<0.1%
0.000824387396406
1
<0.1%
0.000974191418279
1
<0.1%
0.0010624078359935
1
<0.1%
0.001158664623765
1
<0.1%
0.0011671663830489
1
<0.1%
0.0011846098157985
1
<0.1%
0.0012194592497757
1
<0.1%
0.0012618671965288
1
<0.1%
0.0012895310903814
2
<0.1%
0.001354486923062
1
<0.1%
0.001371478053111
1
<0.1%
0.0014374795644617
2
<0.1%
0.0014533885568966
3
<0.1%
LARGEST VALUES
1006.6647694876524
1
<0.1%
776.4680793348288
1
<0.1%
776.4680347025734
1
<0.1%
355.3042142229882
2
<0.1%
354.7435164525824
2
<0.1%
312.27912258185575
2
<0.1%
269.9684165430527
1
<0.1%
255.2006069254425
1
<0.1%
255.20060692544112
1
<0.1%
254.6393328928169
2
<0.1%
206.15565155407572
1
<0.1%
193.5893046478173
1
<0.1%
183.172698573803
1
<0.1%
183.1117699472032
1
<0.1%
183.0764083480317
3
<0.1%
osm_transport_stop_points_in_0.005
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
osm_transport_stop_points_in_0.0075
0.86
osm_transport_stop_points_in_0.01
0.79
osm_crossing_points_in_0.005
0.58
osm_shops_points_in_0.005
0.57
osm_amenity_points_in_0.005
0.57
osm_crossing_points_in_0.0075
0.57
osm_crossing_points_in_0.01
0.56
osm_shops_points_in_0.0075
0.56
osm_amenity_points_in_0.0075
0.55
osm_finance_points_in_0.005
0.54
osm_shops_points_in_0.01
0.54
osm_amenity_points_in_0.01
0.53
osm_finance_points_in_0.0075
0.53
osm_finance_points_in_0.01
0.52

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
region
0.44
osm_finance_points_in_0.001
0.28
realty_type
0.12
date
0.06
price_type
0.03
MOST FREQUENT VALUES
0
40,729
14.6%
4
27,213
9.7%
2
25,812
9.2%
3
20,836
7.4%
5
20,298
7.3%
6
20,292
7.3%
7
17,282
6.2%
8
15,149
5.4%
1
14,379
5.1%
9
12,808
4.6%
10
11,171
4.0%
11
10,657
3.8%
12
7,024
2.5%
13
6,066
2.2%
14
5,386
1.9%
SMALLEST VALUES
0
40,729
14.6%
1
14,379
5.1%
2
25,812
9.2%
3
20,836
7.4%
4
27,213
9.7%
5
20,298
7.3%
6
20,292
7.3%
7
17,282
6.2%
8
15,149
5.4%
9
12,808
4.6%
10
11,171
4.0%
11
10,657
3.8%
12
7,024
2.5%
13
6,066
2.2%
14
5,386
1.9%
LARGEST VALUES
58
17
<0.1%
50
10
<0.1%
49
2
<0.1%
48
14
<0.1%
47
5
<0.1%
46
7
<0.1%
45
5
<0.1%
44
15
<0.1%
43
7
<0.1%
41
8
<0.1%
40
25
<0.1%
39
12
<0.1%
38
8
<0.1%
37
3
<0.1%
36
9
<0.1%
osm_transport_stop_points_in_0.0075
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
osm_transport_stop_points_in_0.01
0.93
osm_transport_stop_points_in_0.005
0.86
osm_crossing_points_in_0.01
0.68
osm_crossing_points_in_0.0075
0.68
osm_shops_points_in_0.0075
0.66
osm_amenity_points_in_0.0075
0.65
osm_shops_points_in_0.01
0.65
osm_amenity_points_in_0.01
0.65
osm_finance_points_in_0.01
0.63
osm_finance_points_in_0.0075
0.63
osm_crossing_points_in_0.005
0.63
osm_amenity_points_in_0.005
0.63
osm_shops_points_in_0.005
0.61
osm_healthcare_points_in_0.01
0.60

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
region
0.51
osm_finance_points_in_0.001
0.28
realty_type
0.14
date
0.07
price_type
0.03
MOST FREQUENT VALUES
0
23,541
8.4%
8
12,861
4.6%
6
12,789
4.6%
4
12,323
4.4%
7
11,967
4.3%
9
11,822
4.2%
10
11,402
4.1%
11
11,298
4.0%
12
11,030
3.9%
2
10,920
3.9%
5
10,536
3.8%
13
10,155
3.6%
14
9,722
3.5%
15
8,663
3.1%
16
8,542
3.1%
SMALLEST VALUES
0
23,541
8.4%
1
7,761
2.8%
2
10,920
3.9%
3
8,049
2.9%
4
12,323
4.4%
5
10,536
3.8%
6
12,789
4.6%
7
11,967
4.3%
8
12,861
4.6%
9
11,822
4.2%
10
11,402
4.1%
11
11,298
4.0%
12
11,030
3.9%
13
10,155
3.6%
14
9,722
3.5%
LARGEST VALUES
78
3
<0.1%
76
1
<0.1%
75
28
<0.1%
74
6
<0.1%
72
2
<0.1%
68
13
<0.1%
67
2
<0.1%
66
2
<0.1%
65
36
<0.1%
64
14
<0.1%
63
18
<0.1%
62
22
<0.1%
61
6
<0.1%
60
20
<0.1%
59
19
<0.1%
osm_transport_stop_points_in_0.01
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
osm_transport_stop_points_in_0.0075
0.93
osm_transport_stop_points_in_0.005
0.79
osm_crossing_points_in_0.01
0.74
osm_shops_points_in_0.01
0.71
osm_amenity_points_in_0.01
0.71
osm_crossing_points_in_0.0075
0.71
osm_amenity_points_in_0.0075
0.70
osm_shops_points_in_0.0075
0.68
osm_finance_points_in_0.01
0.68
osm_healthcare_points_in_0.01
0.67
osm_amenity_points_in_0.005
0.65
osm_crossing_points_in_0.005
0.65
osm_finance_points_in_0.0075
0.64
osm_healthcare_points_in_0.0075
0.64

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
region
0.56
osm_finance_points_in_0.001
0.27
realty_type
0.16
date
0.08
price_type
0.03
MOST FREQUENT VALUES
0
17,247
6.2%
6
8,016
2.9%
16
7,701
2.8%
14
7,321
2.6%
18
7,283
2.6%
15
7,147
2.6%
19
7,145
2.6%
17
7,139
2.6%
12
7,104
2.5%
13
7,042
2.5%
10
6,984
2.5%
8
6,873
2.5%
4
6,785
2.4%
20
6,593
2.4%
7
6,484
2.3%
SMALLEST VALUES
0
17,247
6.2%
1
5,244
1.9%
2
6,388
2.3%
3
5,167
1.8%
4
6,785
2.4%
5
5,752
2.1%
6
8,016
2.9%
7
6,484
2.3%
8
6,873
2.5%
9
6,399
2.3%
10
6,984
2.5%
11
6,474
2.3%
12
7,104
2.5%
13
7,042
2.5%
14
7,321
2.6%
LARGEST VALUES
109
1
<0.1%
108
5
<0.1%
106
1
<0.1%
103
1
<0.1%
102
7
<0.1%
101
3
<0.1%
100
27
<0.1%
99
1
<0.1%
98
2
<0.1%
97
2
<0.1%
96
7
<0.1%
95
12
<0.1%
94
16
<0.1%
93
13
<0.1%
92
44
<0.1%
reform_count_of_houses_1000
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
reform_count_of_houses_500
0.90
reform_house_population_1000
0.62
osm_crossing_points_in_0.01
0.58
osm_crossing_points_in_0.0075
0.57
osm_finance_points_in_0.01
0.55
osm_shops_points_in_0.01
0.55
osm_shops_points_in_0.0075
0.54
osm_amenity_points_in_0.01
0.53
osm_amenity_points_in_0.0075
0.53
osm_finance_points_in_0.0075
0.53
osm_crossing_points_in_0.005
0.53
osm_amenity_points_in_0.005
0.50
osm_shops_points_in_0.005
0.50
osm_transport_stop_points_in_0.01
0.49

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
region
0.28
osm_finance_points_in_0.001
0.21
realty_type
0.10
price_type
0.08
date
0.03
MOST FREQUENT VALUES
0
14,596
5.2%
1
2,699
1.0%
2
2,660
1.0%
53
2,230
0.8%
74
2,137
0.8%
24
1,831
0.7%
21
1,794
0.6%
60
1,785
0.6%
118
1,778
0.6%
77
1,645
0.6%
61
1,621
0.6%
69
1,607
0.6%
12
1,605
0.6%
6
1,586
0.6%
92
1,584
0.6%
SMALLEST VALUES
0
14,596
5.2%
1
2,699
1.0%
2
2,660
1.0%
3
1,436
0.5%
4
1,263
0.5%
5
1,391
0.5%
6
1,586
0.6%
7
1,550
0.6%
8
1,246
0.4%
9
1,409
0.5%
10
1,439
0.5%
11
1,373
0.5%
12
1,605
0.6%
13
1,343
0.5%
14
1,457
0.5%
LARGEST VALUES
733
1
<0.1%
731
2
<0.1%
726
1
<0.1%
725
2
<0.1%
718
1
<0.1%
715
2
<0.1%
712
3
<0.1%
711
3
<0.1%
709
1
<0.1%
707
3
<0.1%
705
1
<0.1%
702
1
<0.1%
698
1
<0.1%
697
1
<0.1%
696
1
<0.1%
reform_count_of_houses_500
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
reform_count_of_houses_1000
0.90
reform_house_population_500
0.54
reform_house_population_1000
0.52
osm_crossing_points_in_0.0075
0.49
osm_crossing_points_in_0.01
0.48
osm_crossing_points_in_0.005
0.46
osm_shops_points_in_0.0075
0.46
osm_shops_points_in_0.01
0.45
osm_amenity_points_in_0.0075
0.45
osm_shops_points_in_0.005
0.45
osm_finance_points_in_0.01
0.44
osm_amenity_points_in_0.01
0.44
osm_amenity_points_in_0.005
0.43
osm_finance_points_in_0.0075
0.43

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
region
0.26
osm_finance_points_in_0.001
0.17
price_type
0.08
realty_type
0.07
date
0.03
MOST FREQUENT VALUES
0
27,234
9.7%
1
6,629
2.4%
20
5,453
1.9%
23
4,982
1.8%
16
4,905
1.8%
2
4,794
1.7%
25
4,785
1.7%
3
4,753
1.7%
6
4,730
1.7%
21
4,665
1.7%
22
4,633
1.7%
24
4,628
1.7%
17
4,591
1.6%
19
4,586
1.6%
8
4,547
1.6%
SMALLEST VALUES
0
27,234
9.7%
1
6,629
2.4%
2
4,794
1.7%
3
4,753
1.7%
4
4,148
1.5%
5
3,915
1.4%
6
4,730
1.7%
7
4,478
1.6%
8
4,547
1.6%
9
4,297
1.5%
10
4,487
1.6%
11
4,413
1.6%
12
4,375
1.6%
13
4,339
1.6%
14
4,326
1.5%
LARGEST VALUES
289
1
<0.1%
286
1
<0.1%
284
1
<0.1%
283
6
<0.1%
282
1
<0.1%
281
11
<0.1%
280
6
<0.1%
276
3
<0.1%
275
4
<0.1%
274
5
<0.1%
272
1
<0.1%
270
5
<0.1%
268
4
<0.1%
267
1
<0.1%
266
4
<0.1%
reform_house_population_1000
MISSING:
14,596
(5%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
reform_house_population_500
0.84
reform_count_of_houses_1000
0.62
osm_transport_stop_points_in_0.01
0.56
osm_shops_points_in_0.01
0.54
osm_shops_points_in_0.0075
0.53
osm_transport_stop_points_in_0.0075
0.52
reform_count_of_houses_500
0.52
osm_crossing_points_in_0.01
0.50
osm_healthcare_points_in_0.01
0.50
osm_healthcare_points_in_0.0075
0.49
osm_shops_points_in_0.005
0.48
osm_crossing_points_in_0.0075
0.48
osm_leisure_points_in_0.01
0.48
osm_amenity_points_in_0.01
0.48

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
region
0.35
osm_finance_points_in_0.001
0.18
realty_type
0.10
price_type
0.07
date
0.05
MOST FREQUENT VALUES
0.0
2,180
0.8%
1946.0
996
0.4%
130.0
622
0.2%
6.0
614
0.2%
4.0
536
0.2%
838.0
500
0.2%
240.0
496
0.2%
3806.0
421
0.2%
2202.0
410
0.2%
3067.0
404
0.2%
8.0
363
0.1%
2.0
361
0.1%
3003.0
353
0.1%
20.0
352
0.1%
2712.0
352
0.1%
SMALLEST VALUES
0.0
2,180
0.8%
1.0
148
<0.1%
2.0
361
0.1%
3.0
201
<0.1%
4.0
536
0.2%
5.0
130
<0.1%
6.0
614
0.2%
7.0
54
<0.1%
8.0
363
0.1%
9.0
211
<0.1%
10.0
270
0.1%
11.0
74
<0.1%
12.0
311
0.1%
13.0
107
<0.1%
14.0
138
<0.1%
LARGEST VALUES
18392.0
1
<0.1%
18204.0
1
<0.1%
17769.0
2
<0.1%
8246.0
1
<0.1%
8242.0
1
<0.1%
8034.0
4
<0.1%
8010.0
2
<0.1%
7995.0
1
<0.1%
7994.0
4
<0.1%
7993.0
3
<0.1%
7986.0
1
<0.1%
7967.0
1
<0.1%
7953.0
1
<0.1%
7951.0
1
<0.1%
7943.0
3
<0.1%
reform_house_population_500
MISSING:
27,234
(10%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
reform_house_population_1000
0.84
reform_count_of_houses_500
0.54
reform_count_of_houses_1000
0.48
osm_shops_points_in_0.0075
0.40
osm_shops_points_in_0.01
0.39
osm_shops_points_in_0.005
0.39
osm_transport_stop_points_in_0.01
0.38
osm_healthcare_points_in_0.005
0.38
osm_healthcare_points_in_0.0075
0.38
osm_transport_stop_points_in_0.0075
0.36
osm_healthcare_points_in_0.01
0.36
osm_crossing_points_in_0.01
0.34
osm_crossing_points_in_0.0075
0.34
osm_amenity_points_in_0.0075
0.33

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
region
0.25
osm_finance_points_in_0.001
0.14
price_type
0.06
realty_type
0.06
date
0.04
MOST FREQUENT VALUES
0.0
3,105
1.2%
310.0
1,043
0.4%
4.0
948
0.4%
6.0
777
0.3%
8.0
683
0.3%
2.0
631
0.2%
12.0
616
0.2%
20.0
584
0.2%
1026.0
576
0.2%
89.0
574
0.2%
311.0
537
0.2%
48.0
535
0.2%
114.0
510
0.2%
18.0
494
0.2%
10.0
489
0.2%
SMALLEST VALUES
0.0
3,105
1.2%
1.0
309
0.1%
2.0
631
0.2%
3.0
367
0.1%
4.0
948
0.4%
5.0
236
<0.1%
6.0
777
0.3%
7.0
141
<0.1%
8.0
683
0.3%
9.0
468
0.2%
10.0
489
0.2%
11.0
188
<0.1%
12.0
616
0.2%
13.0
206
<0.1%
14.0
270
0.1%
LARGEST VALUES
6105.0
1
<0.1%
5953.0
2
<0.1%
5935.0
1
<0.1%
5933.0
1
<0.1%
5931.0
2
<0.1%
5929.0
2
<0.1%
5920.0
1
<0.1%
5891.0
1
<0.1%
4570.0
3
<0.1%
4499.0
1
<0.1%
4374.0
1
<0.1%
3258.0
1
<0.1%
3249.0
1
<0.1%
3245.0
2
<0.1%
3160.0
3
<0.1%
reform_mean_floor_count_1000
MISSING:
16,708
(6%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
reform_mean_floor_count_500
0.87
reform_mean_year_building_1000
0.33
reform_house_population_1000
0.31
reform_house_population_500
0.30
reform_mean_year_building_500
0.28
osm_subway_closest_dist
-0.27
reform_count_of_houses_500
-0.26
reform_count_of_houses_1000
-0.26
osm_city_closest_dist
-0.21
osm_city_nearest_population
0.18
osm_train_stop_closest_dist
-0.18
per_square_meter_price
0.17
lng
-0.15
osm_historic_points_in_0.0075
-0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
region
0.46
date
0.05
realty_type
0.02
price_type
0.02
osm_finance_points_in_0.001
0.01
MOST FREQUENT VALUES
2.0
2,840
1.1%
5.0
1,781
0.7%
3.0
1,521
0.6%
4.0
1,174
0.4%
7.754716981132076
899
0.3%
13.0
767
0.3%
1.0
619
0.2%
9.0
610
0.2%
6.0
574
0.2%
7.0
480
0.2%
10.4
462
0.2%
12.523809523809526
443
0.2%
4.5
416
0.2%
6.386792452830187
392
0.1%
10.0
392
0.1%
SMALLEST VALUES
0.0
16
<0.1%
0.3636363636363637
4
<0.1%
0.5
1
<0.1%
0.5714285714285714
1
<0.1%
0.75
2
<0.1%
0.8571428571428571
6
<0.1%
1.0
619
0.2%
1.0105263157894735
1
<0.1%
1.0217391304347827
1
<0.1%
1.032258064516129
1
<0.1%
1.0416666666666667
2
<0.1%
1.0526315789473684
13
<0.1%
1.0536912751677852
1
<0.1%
1.054054054054054
2
<0.1%
1.054421768707483
1
<0.1%
LARGEST VALUES
53.71794871794872
1
<0.1%
44.4375
2
<0.1%
43.95918367346939
1
<0.1%
41.384615384615394
1
<0.1%
37.206896551724135
1
<0.1%
36.4
2
<0.1%
34.846153846153854
3
<0.1%
34.75
1
<0.1%
33.75757575757576
1
<0.1%
33.03703703703704
2
<0.1%
31.72368421052632
2
<0.1%
29.83870967741936
2
<0.1%
29.41935483870968
3
<0.1%
28.0
15
<0.1%
27.9
4
<0.1%
reform_mean_floor_count_500
MISSING:
30,168
(11%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
reform_mean_floor_count_1000
0.87
reform_mean_year_building_500
0.31
reform_mean_year_building_1000
0.31
reform_house_population_500
0.30
reform_count_of_houses_500
-0.29
reform_house_population_1000
0.27
reform_count_of_houses_1000
-0.26
osm_subway_closest_dist
-0.23
osm_city_closest_dist
-0.18
osm_historic_points_in_0.0075
-0.16
osm_historic_points_in_0.005
-0.16
osm_historic_points_in_0.01
-0.16
osm_train_stop_closest_dist
-0.15
osm_city_nearest_population
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
region
0.35
date
0.04
realty_type
0.02
osm_finance_points_in_0.001
0.01
price_type
0.01
MOST FREQUENT VALUES
5.0
4,166
1.7%
2.0
3,952
1.6%
3.0
2,095
0.8%
4.0
1,878
0.8%
9.0
1,742
0.7%
6.0
1,615
0.6%
7.0
1,342
0.5%
8.0
1,276
0.5%
1.0
1,194
0.5%
10.0
1,164
0.5%
5.85
962
0.4%
5.5
946
0.4%
5.666666666666668
868
0.3%
11.0
778
0.3%
12.0
762
0.3%
SMALLEST VALUES
0.0
10
<0.1%
0.5
3
<0.1%
0.6666666666666666
1
<0.1%
0.75
3
<0.1%
0.8333333333333334
2
<0.1%
1.0
1,194
0.5%
1.018181818181818
1
<0.1%
1.0303030303030305
1
<0.1%
1.0344827586206895
1
<0.1%
1.0357142857142858
2
<0.1%
1.04
2
<0.1%
1.0416666666666667
6
<0.1%
1.042857142857143
1
<0.1%
1.0434782608695652
3
<0.1%
1.044776119402985
2
<0.1%
LARGEST VALUES
221.66666666666663
2
<0.1%
199.7
2
<0.1%
195.9
1
<0.1%
67.26666666666667
2
<0.1%
61.91666666666666
1
<0.1%
58.71428571428572
1
<0.1%
57.0
4
<0.1%
53.35714285714285
11
<0.1%
53.0
3
<0.1%
50.93333333333333
6
<0.1%
50.92857142857143
2
<0.1%
50.16666666666666
1
<0.1%
49.0
6
<0.1%
48.66666666666666
5
<0.1%
48.46666666666667
1
<0.1%
reform_mean_year_building_1000
MISSING:
16,239
(6%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
reform_mean_year_building_500
0.86
reform_mean_floor_count_1000
0.33
reform_mean_floor_count_500
0.31
osm_crossing_points_in_0.01
-0.30
osm_crossing_points_in_0.0075
-0.30
osm_crossing_points_in_0.005
-0.28
osm_catering_points_in_0.01
-0.28
osm_offices_points_in_0.01
-0.27
osm_amenity_points_in_0.01
-0.27
osm_catering_points_in_0.0075
-0.27
osm_historic_points_in_0.01
-0.27
reform_count_of_houses_1000
-0.26
osm_amenity_points_in_0.0075
-0.26
osm_hotels_points_in_0.01
-0.26

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
region
0.41
osm_finance_points_in_0.001
0.07
realty_type
0.07
date
0.03
price_type
0.02
MOST FREQUENT VALUES
1963.2075471698115
898
0.3%
2000.0
656
0.2%
2015.0
612
0.2%
2016.0
452
0.2%
2017.7142857142856
440
0.2%
1961.481132075472
388
0.1%
1956.8701298701292
371
0.1%
1954.032786885246
363
0.1%
1957.6486486486488
327
0.1%
1971.0
319
0.1%
2018.0
280
0.1%
2017.0
273
0.1%
2014.571428571429
270
0.1%
1869.178571428572
263
<0.1%
1977.3636363636365
253
<0.1%
SMALLEST VALUES
1.0
38
<0.1%
224.8301886792453
1
<0.1%
229.13461538461544
3
<0.1%
243.1020408163265
1
<0.1%
269.86206896551727
5
<0.1%
304.97777777777776
1
<0.1%
310.09375
2
<0.1%
311.8863636363636
1
<0.1%
315.04
1
<0.1%
330.2083333333333
1
<0.1%
442.77777777777777
1
<0.1%
531.4583333333334
1
<0.1%
659.6666666666666
1
<0.1%
689.45
1
<0.1%
725.6842105263157
1
<0.1%
LARGEST VALUES
2019.0
4
<0.1%
2018.6
20
<0.1%
2018.5
7
<0.1%
2018.4615384615383
1
<0.1%
2018.4444444444448
24
<0.1%
2018.368421052632
7
<0.1%
2018.357142857143
3
<0.1%
2018.35
2
<0.1%
2018.333333333333
1
<0.1%
2018.2941176470588
3
<0.1%
2018.2777777777767
1
<0.1%
2018.1739130434785
4
<0.1%
2018.166666666667
3
<0.1%
2018.037037037037
4
<0.1%
2018.0227272727277
5
<0.1%
reform_mean_year_building_500
MISSING:
29,637
(11%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
reform_mean_year_building_1000
0.86
reform_mean_floor_count_500
0.31
reform_mean_floor_count_1000
0.28
osm_crossing_points_in_0.01
-0.27
osm_crossing_points_in_0.0075
-0.27
osm_crossing_points_in_0.005
-0.26
osm_catering_points_in_0.01
-0.25
osm_catering_points_in_0.0075
-0.24
osm_historic_points_in_0.01
-0.24
osm_amenity_points_in_0.01
-0.24
osm_offices_points_in_0.01
-0.24
osm_amenity_points_in_0.0075
-0.24
osm_hotels_points_in_0.01
-0.23
osm_historic_points_in_0.0075
-0.23

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
region
0.30
osm_finance_points_in_0.001
0.10
realty_type
0.08
date
0.04
price_type
0.04
MOST FREQUENT VALUES
1963.55
913
0.4%
1961.0
844
0.3%
2017.0
684
0.3%
2018.0
657
0.3%
1972.0
573
0.2%
2014.0
553
0.2%
1961.333333333333
535
0.2%
1968.0
480
0.2%
2016.0
478
0.2%
1962.333333333333
446
0.2%
1973.0
433
0.2%
2015.0
428
0.2%
1969.0
421
0.2%
2013.0
420
0.2%
1983.0
413
0.2%
SMALLEST VALUES
1.0
56
<0.1%
151.23076923076923
1
<0.1%
195.6
2
<0.1%
327.8888888888889
1
<0.1%
351.7647058823529
1
<0.1%
383.6774193548387
1
<0.1%
384.2
1
<0.1%
470.2941176470589
1
<0.1%
560.8571428571429
4
<0.1%
641.6666666666666
1
<0.1%
659.3333333333334
1
<0.1%
662.0
2
<0.1%
692.45
2
<0.1%
726.1818181818181
1
<0.1%
780.8260869565217
1
<0.1%
LARGEST VALUES
2020.0
6
<0.1%
2019.2
1
<0.1%
2019.111111111111
3
<0.1%
2019.0
296
0.1%
2018.909090909091
9
<0.1%
2018.8235294117649
2
<0.1%
2018.818181818181
1
<0.1%
2018.8
8
<0.1%
2018.7777777777767
19
<0.1%
2018.75
1
<0.1%
2018.666666666667
13
<0.1%
2018.636363636364
1
<0.1%
2018.6
18
<0.1%
2018.571428571429
2
<0.1%
2018.5
81
<0.1%
region
MISSING:
---
TOP CATEGORIES
per_square_meter_price
(avg)
Москва
55,962
20%
297k
Краснодарский край
23,242
8%
72k
Санкт-Петербург
18,888
7%
155k
Московская область
16,328
6%
82k
Свердловская область
12,485
4%
59k
Челябинская область
9,106
3%
44k
Татарстан
9,064
3%
61k
Самарская область
8,843
3%
47k
Ростовская область
8,357
3%
53k
Башкортостан
7,767
3%
57k
Новосибирская область
7,674
3%
69k
Нижегородская область
6,813
2%
56k
Тюменская область
6,725
2%
63k
Ставропольский край
5,708
2%
43k
Пермский край
5,466
2%
48k
Красноярский край
5,242
2%
54k
Воронежская область
4,665
2%
51k
(Other)
67,457
24%
44k
ALL
279,792
100%
110k
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
region
PROVIDES INFORMATION ON...
price_type
0.18
osm_finance_points_in_0.001
0.03
realty_type
0.02
date
0.01

THESE FEATURES
GIVE INFORMATION
ON region:
date
0.01
realty_type
0.01
price_type
0.00
osm_finance_points_in_0.001
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
region
CORRELATION RATIO WITH...
lng
1.00
lat
0.99
osm_subway_closest_dist
0.96
osm_city_nearest_population
0.76
per_square_meter_price
0.56
osm_transport_stop_points_in_0.01
0.56
osm_leisure_points_in_0.01
0.55
osm_train_stop_closest_dist
0.53
osm_transport_stop_points_in_0.0075
0.51
osm_leisure_points_in_0.0075
0.50
osm_healthcare_points_in_0.01
0.48
osm_offices_points_in_0.01
0.46
osm_shops_points_in_0.01
0.46
reform_mean_floor_count_1000
0.46
total_square
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
osm_city_nearest_population
0.08
reform_count_of_houses_500
-0.07
reform_house_population_500
-0.06
reform_count_of_houses_1000
-0.05
reform_house_population_1000
-0.04
osm_subway_closest_dist
-0.04
osm_historic_points_in_0.01
0.03
per_square_meter_price
-0.03
osm_historic_points_in_0.0075
0.03
osm_train_stop_points_in_0.01
0.03
reform_mean_year_building_1000
-0.03
lat
0.03
osm_leisure_points_in_0.01
0.03
osm_catering_points_in_0.01
0.02

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
region
0.09
date
0.03
realty_type
0.03
osm_finance_points_in_0.001
0.01
price_type
0.01
MOST FREQUENT VALUES
100.0
2,945
1.1%
60.0
2,721
1.0%
50.0
2,536
0.9%
40.0
2,188
0.8%
70.0
2,179
0.8%
200.0
2,058
0.7%
30.0
1,949
0.7%
80.0
1,904
0.7%
120.0
1,700
0.6%
150.0
1,656
0.6%
20.0
1,653
0.6%
90.0
1,646
0.6%
300.0
1,596
0.6%
45.0
1,443
0.5%
75.0
1,297
0.5%
SMALLEST VALUES
5.1
11
<0.1%
5.2
16
<0.1%
5.21
1
<0.1%
5.3
17
<0.1%
5.31
1
<0.1%
5.32
1
<0.1%
5.4
11
<0.1%
5.5
18
<0.1%
5.6
9
<0.1%
5.7
6
<0.1%
5.734575163233824
1
<0.1%
5.8
12
<0.1%
5.840220251654147
1
<0.1%
5.845196591140575
1
<0.1%
5.9
8
<0.1%
LARGEST VALUES
40000.0
10
<0.1%
39524.0
2
<0.1%
39500.0
1
<0.1%
39000.0
1
<0.1%
38787.0
1
<0.1%
38310.5
1
<0.1%
38102.0
3
<0.1%
38058.1
1
<0.1%
38058.0
1
<0.1%
38000.0
3
<0.1%
37593.1
1
<0.1%
37400.0
1
<0.1%
37290.0
1
<0.1%
37100.0
2
<0.1%
37000.0
2
<0.1%
street
MISSING:
1,606
(<1%)
4,991
2%
-
-
S12711
2,668
<1%
-
-
S24233
2,249
<1%
-
-
S20099
1,785
<1%
-
-
S14617
1,446
<1%
-
-
S9675
1,434
<1%
-
-
S18486
1,384
<1%
-
-
S15441
1,350
<1%
-
-
S6089
1,328
<1%
-
-
S10442
1,091
<1%
-
-
S10922
1,042
<1%
-
-
S27843
994
<1%
-
-
S19208
987
<1%
-
-
S7108
978
<1%
-
-
S19729
897
<1%
-
-
S16774
853
<1%
-
-
S20527
797
<1%
-
-
S9256
786
<1%
-
-
S23601
785
<1%
-
-
S11347
779
<1%
-
-
S13992
717
<1%
-
-
S11307
708
<1%
-
-
S12321
701
<1%
-
-
S6671
685
<1%
-
-
S22536
683
<1%
-
-
S31918
653
<1%
-
-
S32158
607
<1%
-
-
S7194
586
<1%
-
-
S4713
570
<1%
-
-
S23629
566
<1%
-
-
S10892
563
<1%
-
-
S2681
544
<1%
-
-
S16773
538
<1%
-
-
S27481
529
<1%
-
-
S18724
509
<1%
-
-
S3821
509
<1%
-
-
S28736
500
<1%
-
-
S28997
486
<1%
-
-
S23356
485
<1%
-
-
S12785
476
<1%
-
-
S27169
474
<1%
-
-
S21803
462
<1%
-
-
S13735
461
<1%
-
-
S6517
460
<1%
-
-
S13286
459
<1%
-
-
S13411
454
<1%
-
-
S20324
452
<1%
-
-
S2108
450
<1%
-
-
S14290
449
<1%
-
-
S19616
442
<1%
-
-
S32174
442
<1%
-
-
S5904
442
<1%
-
-
S25158
435
<1%
-
-
S28481
433
<1%
-
-
S20430
432
<1%
-
-
S11135
429
<1%
-
-
S5311
421
<1%
-
-
S16738
416
<1%
-
-
S14730
412
<1%
-
-
S20761
404
<1%
-
-
S27968
229,118
82%
-
-
(Other)
date
MISSING:
---
TOP CATEGORIES
per_square_meter_price
(avg)
2020-06-14
11,047
4%
147k
2020-06-07
11,003
4%
172k
2020-01-12
10,678
4%
102k
2020-01-19
10,628
4%
96k
2020-07-26
10,565
4%
127k
2020-02-23
10,182
4%
97k
2020-01-26
9,919
4%
107k
2020-02-09
9,849
4%
96k
2020-08-23
9,780
3%
105k
2020-05-24
9,467
3%
115k
2020-03-08
9,427
3%
97k
2020-06-21
9,238
3%
122k
2020-07-12
8,858
3%
105k
2020-07-19
8,741
3%
106k
2020-02-16
8,590
3%
106k
2020-08-16
8,471
3%
100k
2020-03-01
8,261
3%
112k
(Other)
115,088
41%
106k
ALL
279,792
100%
110k
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
date
PROVIDES INFORMATION ON...
region
0.01
realty_type
0.00
osm_finance_points_in_0.001
0.00
price_type
0.00

THESE FEATURES
GIVE INFORMATION
ON date:
region
0.01
realty_type
0.00
osm_finance_points_in_0.001
0.00
price_type
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
date
CORRELATION RATIO WITH...
osm_city_nearest_population
0.11
per_square_meter_price
0.11
osm_leisure_points_in_0.01
0.08
osm_transport_stop_points_in_0.01
0.08
osm_healthcare_points_in_0.01
0.07
osm_leisure_points_in_0.0075
0.07
osm_transport_stop_points_in_0.0075
0.07
osm_subway_closest_dist
0.07
osm_healthcare_points_in_0.0075
0.07
osm_amenity_points_in_0.01
0.07
osm_amenity_points_in_0.0075
0.07
osm_catering_points_in_0.005
0.07
osm_amenity_points_in_0.005
0.07
osm_crossing_points_in_0.01
0.07
realty_type
MISSING:
---
TOP CATEGORIES
per_square_meter_price
(avg)
10
148,222
53%
88k
110
74,209
27%
143k
100
57,361
21%
124k
ALL
279,792
100%
110k
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
realty_type
PROVIDES INFORMATION ON...
osm_finance_points_in_0.001
0.01
region
0.01
price_type
0.00
date
0.00

THESE FEATURES
GIVE INFORMATION
ON realty_type:
region
0.02
osm_finance_points_in_0.001
0.01
date
0.00
price_type
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
realty_type
CORRELATION RATIO WITH...
osm_finance_points_in_0.01
0.17
osm_crossing_points_in_0.01
0.16
osm_city_nearest_population
0.16
osm_finance_points_in_0.0075
0.16
osm_crossing_points_in_0.0075
0.16
osm_transport_stop_points_in_0.01
0.16
osm_crossing_points_in_0.005
0.15
osm_offices_points_in_0.001
0.15
osm_catering_points_in_0.005
0.15
osm_finance_points_in_0.005
0.14
osm_transport_stop_points_in_0.0075
0.14
osm_amenity_points_in_0.01
0.14
osm_offices_points_in_0.005
0.14
osm_amenity_points_in_0.0075
0.14
price_type
MISSING:
---
TOP CATEGORIES
per_square_meter_price
(avg)
0
275,299
98%
111k
1
4,493
2%
69k
ALL
279,792
100%
110k
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
price_type
PROVIDES INFORMATION ON...
region
0.00
osm_finance_points_in_0.001
0.00
realty_type
0.00
date
0.00

THESE FEATURES
GIVE INFORMATION
ON price_type:
region
0.18
realty_type
0.00
osm_finance_points_in_0.001
0.00
date
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
price_type
CORRELATION RATIO WITH...
lng
0.11
osm_hotels_points_in_0.0075
0.09
osm_hotels_points_in_0.01
0.08
osm_hotels_points_in_0.005
0.08
reform_count_of_houses_1000
0.08
reform_count_of_houses_500
0.08
reform_house_population_1000
0.07
osm_offices_points_in_0.0075
0.06
osm_offices_points_in_0.01
0.06
reform_house_population_500
0.06
osm_catering_points_in_0.0075
0.06
osm_catering_points_in_0.01
0.05
osm_shops_points_in_0.01
0.05
osm_shops_points_in_0.0075
0.05